Wong, Pak C. (Richland, WA); Mackey, Patrick S. (Kennewick, WA); Perrine, Kenneth A. (Richland, WA); Foote, Harlan P. (Richland, WA); Thomas, James J. (Richland, WA)
2008-12-23
Methods for visualizing a graph by automatically drawing elements of the graph as labels are disclosed. In one embodiment, the method comprises receiving node information and edge information from an input device and/or communication interface, constructing a graph layout based at least in part on that information, wherein the edges are automatically drawn as labels, and displaying the graph on a display device according to the graph layout. In some embodiments, the nodes are automatically drawn as labels instead of, or in addition to, the label-edges.
Visualizing OpenEI Data | OpenEI Community
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Visualization | OpenEI Community
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Visualization Graph | OpenEI Community
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OpenEI Community - Visualization Graph
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A Visualization System for Correctness Proofs of Graph Algorithms
Metaxas, Takis
A Visualization System for Correctness Proofs of Graph Algorithms P.A. Gloor1, D.B. Johnson2, F. Makedon2, P. Metaxas3 Feb. 28, 1993 Running head: Proof Visualization of Graph Algorithms Correspondence proofs of graph algorithms. The system has been demonstrated for a greedy algorithm, Prim's algorithm
Temporally Scalable Visual SLAM using a Reduced Pose Graph
Johannsson, Hordur
2012-05-25
In this paper, we demonstrate a system for temporally scalable visual SLAM using a reduced pose graph representation. Unlike previous visual SLAM approaches that use keyframes, our approach continually uses new measurements ...
Temporally scalable visual SLAM using a reduced pose graph
Johannsson, Hordur
In this paper, we demonstrate a system for temporally scalable visual SLAM using a reduced pose graph representation. Unlike previous visual SLAM approaches that maintain static keyframes, our approach uses new measurements ...
A Regularized Graph Layout Framework for Dynamic Network Visualization
Xu, Kevin S; Hero, Alfred O
2012-01-01
Many real-world networks, including social and information networks, are dynamic structures that evolve over time. Such dynamic networks are typically visualized using a sequence of static graph layouts. In addition to providing a visual representation of the network topology at each time step, the sequence should preserve the mental map between layouts of consecutive time steps to allow a human to interpret the temporal evolution of the network. In this paper, we propose a framework for dynamic network visualization using regularized graph layouts. Regularization encourages stability of the layouts over time, thus preserving the mental map. The proposed framework involves optimizing a modified cost function that augments the cost function of a static graph layout algorithm with a grouping penalty, which encourages nodes to stay close to other nodes belonging to the same group, and a temporal penalty, which encourages smooth movements of the nodes over time. We introduce two dynamic layout algorithms under th...
Interactive Visualization of Genealogical Graphs Michael J. McGuffin Ravin Balakrishnan
Toronto, University of
Interactive Visualization of Genealogical Graphs Michael J. McGuffin Ravin Balakrishnan Department of visualizing "family trees", or genealogi- cal graphs, in 2D, is considered. A graph theoretic analysis is given, which identifies why genealogical graphs can be difficult to draw. This motivates some novel
Visualize energy APIs with a new OpenEI browser | OpenEI Community
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Between automation and exploration: SAS graphing techniques for visualization of survey data
Yu, Alex
Between automation and exploration: SAS graphing techniques for visualization of survey data Chong of survey data. There is always a tension between automation and exploration. Automation is a common to automate the graphing processes via SAS/Macros and SAS/Graph. However, hidden patterns of the data may
A Space-Filling Visualization Technique for Multivariate Small World Graphs
Wong, Pak C.; Foote, Harlan P.; Mackey, Patrick S.; Chin, George; Huang, Zhenyu; Thomas, James J.
2012-03-15
We introduce an information visualization technique, known as GreenCurve, for large sparse graphs that exhibit small world properties. Our fractal-based design approach uses spatial cues to approximate the node connections and thus eliminates the links between the nodes in the visualization. The paper describes a sophisticated algorithm to order the neighboring nodes of a large sparse graph by solving the Fiedler vector of its graph Laplacian, and then fold the graph nodes into a space-filling fractal curve based on the Fiedler vector. The result is a highly compact visualization that gives a succinct overview of the graph with guaranteed visibility of every graph node. We show in the paper that the GreenCurve technology is (1) theoretically sustainable by introducing an error estimation metric to measure the fidelity of the new graph representation, (2) empirically rigorous by conducting a usability study to investigate its strengths and weaknesses against the traditional graph layout, and (3) pragmatically feasible by applying it to analyze stressed conditions of the large scale electric power grid on the west coast.
Visualizing Cells and their Connectivity Graphs for CompuCell3D Randy Heiland
Indiana University
Visualizing Cells and their Connectivity Graphs for CompuCell3D Randy Heiland CREST, Pervasive models that simulate the behavior of different types of interacting biological cells can be a very time consuming and er- ror prone task. CompuCell3D is an open source application that addresses this challenge
3D Graph Visualization with the Oculus Rift Virtual Graph Reality
Wismath, Stephen
stereo experi- ence with head tracking and display of appropriate left and right eye information The low on the effectiveness of head-mounted VR systems vs. fish tank VR noted that the hardware suffered from latency- braries permit its use as the main engine for creating the virtual (graph) world. Head tracking
Introducing FRED, Enabling Unique Visualization and Manipulation...
Introducing FRED, Enabling Unique Visualization and Manipulation of Energy Data at Multiple Scales Home > Groups > OpenEI Community Central Sfederspiel's picture Submitted by...
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OpenEI Community - Visualization
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OpenEI Community - utility rate
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OpenEI Community - web services
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OpenEI: Datasets in the OpenEnergyInfo Data Repository
DOE Data Explorer [Office of Scientific and Technical Information (OSTI)]
The Open Energy Information initiative (OpenEI) is a platform to connect the world's energy data. It is a linked open data platform bringing together energy information to provide improved analyses, unique visualizations, and real-time access to data. OpenEI follows guidelines set by the White House Open Government Initiative , which is focused on transparency, collaboration, and participation. OpenEI strives to provide open access to this energy information, with the ultimate goal of spurring creativity and driving innovation in the energy sector.[Copied from the OpenEI Wiki main page]. It features a wiki, a blog, a list of information gateways, and a browsing list of deposited data sets.
ab cBFSd ab 64 64 cBFSd bKernel 1c 14 Web VLSI Graph500 [1] Graph500 Top 500 Graph (Compressed Sparse Row)CSC (Compressed SparseColumn)cBFS BFSBFSdBFS BFS 1 5 2-2 BFS Graph500 OpenMP MPICrayExpand CQ C CQ CQPREDNQ CQ FoldPRED FoldCQCQ Fold CQ Fold Expand (R-1)fold(C-1) 2 3 Graph500 3 Graph
Primary Chinese Semantic-Phonetic Compounds Pronunciation Rules Mining and Visualization
confidence) (scatter plot) (graph-based visualization)(parallel coordinates plots) (double decker plot
Sanfilippo, Antonio P.
2005-12-27
Graph theory is a branch of discrete combinatorial mathematics that studies the properties of graphs. The theory was pioneered by the Swiss mathematician Leonhard Euler in the 18th century, commenced its formal development during the second half of the 19th century, and has witnessed substantial growth during the last seventy years, with applications in areas as diverse as engineering, computer science, physics, sociology, chemistry and biology. Graph theory has also had a strong impact in computational linguistics by providing the foundations for the theory of features structures that has emerged as one of the most widely used frameworks for the representation of grammar formalisms.
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How do I add tariffs into the OpenEI database | OpenEI Community
database Home > Groups > Utility Rate Greetings: I am in Arizona APS territory where demand based residential tariffs are comming. I see NREL-SAM uses OpenEI as its database for...
Exploration Best Practices and the OpenEI Knowledge Exchange...
Broader source: Energy.gov (indexed) [DOE]
Exploration Best Practices and the OpenEI Knowledge Exchange Webinar slide presentation by Katherine Young, Timothy Reber and Kermit Witherbee on April 11, 2012....
Energy Information, Data, and other Resources | OpenEI
Explore our available Web services. REST - provides a RESTful wrapper around high-value data. Term extraction & content recommendation engine Documentation Also see: OpenEI search...
Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)
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New Gapminder Visualizations Added! | OpenEI Community
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OpenEI Community Central | OpenEI Community
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OpenEI Community Central | OpenEI Community
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OpenEI Community Central | OpenEI Community
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OpenEI dashboard | OpenEI Community
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OpenEI search improvements | OpenEI Community
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Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site
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Idaho Meeting #1 | OpenEI Community
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Idaho Meeting #2 | OpenEI Community
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Invisible Entries | OpenEI Community
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OpenEI Community - Smartgrid.gov
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OpenEI Community - Sodium hypochlorite Market
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Energy Information, Data, and other Resources | OpenEI
provides inline queries in the form of an Ask query, which can also be modified into a web service (see OpenEI REST services documentation). Ask queries can be executed here and...
An Experiment on Graph Analysis Methodologies for Scenarios
Brothers, Alan J.; Whitney, Paul D.; Wolf, Katherine E.; Kuchar, Olga A.; Chin, George
2005-09-30
Visual graph representations are increasingly used to represent, display, and explore scenarios and the structure of organizations. The graph representations of scenarios are readily understood, and commercial software is available to create and manage these representations. The purpose of the research presented in this paper is to explore whether these graph representations support quantitative assessments of the underlying scenarios. The underlying structure of the scenarios is the information that is being targeted in the experiment and the extent to which the scenarios are similar in content. An experiment was designed that incorporated both the contents of the scenarios and analysts’ graph representations of the scenarios. The scenarios’ content was represented graphically by analysts, and both the structure and the semantics of the graph representation were attempted to be used to understand the content. The structure information was not found to be discriminating for the content of the scenarios in this experiment; but, the semantic information was discriminating.
Graphs, matrices, and the GraphBLAS: Seven good reasons
Kepner, Jeremy; Bader, David; Buluç, Ayd?n; Gilbert, John; Mattson, Timothy; Meyerhenke, Henning
2015-01-01
The analysis of graphs has become increasingly important to a wide range of applications. Graph analysis presents a number of unique challenges in the areas of (1) software complexity, (2) data complexity, (3) security, (4) mathematical complexity, (5) theoretical analysis, (6) serial performance, and (7) parallel performance. Implementing graph algorithms using matrix-based approaches provides a number of promising solutions to these challenges. The GraphBLAS standard (istcbigdata.org/GraphBlas) is being developed to bring the potential of matrix based graph algorithms to the broadest possible audience. The GraphBLAS mathematically defines a core set of matrix-based graph operations that can be used to implement a wide class of graph algorithms in a wide range of programming environments. This paper provides an introduction to the GraphBLAS and describes how the GraphBLAS can be used to address many of the challenges associated with analysis of graphs.
Graphs, matrices, and the GraphBLAS: Seven good reasons
DOE Public Access Gateway for Energy & Science Beta (PAGES Beta)
Kepner, Jeremy; Bader, David; Buluç, Ayd?n; Gilbert, John; Mattson, Timothy; Meyerhenke, Henning
2015-01-01
The analysis of graphs has become increasingly important to a wide range of applications. Graph analysis presents a number of unique challenges in the areas of (1) software complexity, (2) data complexity, (3) security, (4) mathematical complexity, (5) theoretical analysis, (6) serial performance, and (7) parallel performance. Implementing graph algorithms using matrix-based approaches provides a number of promising solutions to these challenges. The GraphBLAS standard (istcbigdata.org/GraphBlas) is being developed to bring the potential of matrix based graph algorithms to the broadest possible audience. The GraphBLAS mathematically defines a core set of matrix-based graph operations that can be used to implementmore »a wide class of graph algorithms in a wide range of programming environments. This paper provides an introduction to the GraphBLAS and describes how the GraphBLAS can be used to address many of the challenges associated with analysis of graphs.« less
Dismantling sparse random graphs
Janson, Svante
2007-01-01
We consider the number of vertices that must be removed from a graph G in order that the remaining subgraph has no component with more than k vertices. Our principal observation is that, if G is a sparse random graph or a random regular graph on n vertices with n tending to infinity, then the number in question is essentially the same for all values of k such that k tends to infinity but k=o(n).
Lothian, Josh; Powers, Sarah S; Sullivan, Blair D; Baker, Matthew B; Schrock, Jonathan; Poole, Stephen W
2013-12-01
The benchmarking effort within the Extreme Scale Systems Center at Oak Ridge National Laboratory seeks to provide High Performance Computing benchmarks and test suites of interest to the DoD sponsor. The work described in this report is a part of the effort focusing on graph generation. A previously developed benchmark, SystemBurn, allowed the emulation of dierent application behavior profiles within a single framework. To complement this effort, similar capabilities are desired for graph-centric problems. This report examines existing synthetic graph generator implementations in preparation for further study on the properties of their generated synthetic graphs.
*D. J. Kelleher
2011-09-30
Spectral Graph Theory. *D. J. Kelleher2. 2Department of Mathematics. University of Connecticut. UConn— SIGMA Seminar — Fall 2011. D. J. Kelleher. Spectral ...
Vacuum Energy in Quantum Graphs
Wilson, Justin
2007-07-14
We calculate the vacuum energy in quantum graphs. Vacuum energy arose in quantum physics but has an independent mathematical interest as a functional carrying information about the eigenvalue spectrum of a system. A quantum graph is a metric graph...
OpenEI launches new Water Power Gateway and Community Forum | OpenEI
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Switching Graphs Jan Friso Groote
Groote, Jan Friso
Switching Graphs Jan Friso Groote J.F.Groote@tue.nl Bas Ploeger S.C.W.Ploeger@tue.nl Department The Netherlands Abstract Switching graphs are graphs containing switches. By using boolean functions called switch settings, these switches can be put in a fixed direction to obtain an ordinary graph. For many problems
Graph Automatic Semigroups Rachael Carey
St Andrews, University of
Graph Automatic Semigroups Rachael Carey NBSAN St Andrews 22/04/2015 Rachael Carey NBSAN St Andrews Graph Automatic Semigroups #12;Regular languages An alphabet is a set of symbols.The elements are accepted by finite state automata. Rachael Carey NBSAN St Andrews Graph Automatic Semigroups #12;Graph
A Characterization of Seymour Graphs
Kostochka, Alexandr V.
A Characterization of Seymour Graphs A. A. Ageev and A. V. Kostochka,* INSTITUTE OF MATHEMATICS undirected graph G is called a Seymour graph if the maximum number of edge disjoint T-cuts is equal to be subfamilies of Seymour graphs (Seymour J. Comb. Theory B 49 (1990), 189Â222; Proc. London Math. Soc. Ser. (3
Chebotarev, Pavel
2008-01-01
For a weighted multidigraph, let $f_{ij}$ be the total weight of spanning converging forests that have vertex $i$ in a tree converging to $j$. We prove that $f_{ij}f_{jk}=f_{ik}f_{jj}$ if and only if every directed path from $i$ to $k$ contains $j$ (a graph bottleneck equality). Otherwise, $f_{ij}f_{jk}inequality). In a companion paper, this inequality provides the foundation for the construction of a new family of graph distances by ensuring the fulfillment of the triangle inequality. This stems from the fact that the graph bottleneck inequality is a multiplicative analogue of the triangle inequality for proximities.
Zager, Laura (Laura A.)
2005-01-01
Measures of graph similarity have a broad array of applications, including comparing chemical structures, navigating complex networks like the World Wide Web, and more recently, analyzing different kinds of biological data. ...
Graph Grammars Matilde Marcolli
Marcolli, Matilde
to computer science, Lecture Notes in Computer Science, Vol. 532, Springer, 1990. G. Rozenberg, Handbook Grammars H. Ehrig, K. Ehrig, U. Prange, G. Taentzer, Fundamentals of algebraic graph transformation. New
Open Energy Info (OpenEI) (Fact Sheet)
Not Available
2010-12-01
The Open Energy Information (OpenEI.org) initiative is a free, open-source, knowledge-sharing platform. OpenEI was created to provide access to data, models, tools, and information that accelerate the transition to clean energy systems through informed decisions.
None
2013-05-29
Open Energy Information (OpenEI) is an open source web platform?similar to the one used by Wikipedia?developed by the US Department of Energy (DOE) and the National Renewable Energy Laboratory (NREL) to make the large amounts of energy-related data and information more easily searched, accessed, and used both by people and automated machine processes. Built utilizing the standards and practices of the Linked Open Data community, the OpenEI platform is much more robust and powerful than typical web sites and databases. As an open platform, all users can search, edit, add, and access data in OpenEI for free. The user community contributes the content and ensures its accuracy and relevance; as the community expands, so does the content's comprehensiveness and quality. The data are structured and tagged with descriptors to enable cross-linking among related data sets, advanced search functionality, and consistent, usable formatting. Data input protocols and quality standards help ensure the content is structured and described properly and derived from a credible source. Although DOE/NREL is developing OpenEI and seeding it with initial data, it is designed to become a true community model with millions of users, a large core of active contributors, and numerous sponsors.
Nageeb, Meena
2012-07-16
This research endeavor investigated the possibility to combine the visual advantages of both graphical schedule visualization methods, the Linked Gantt Charts (LGC) and Flowline graphs (FLG), derived from the activity-based ...
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Visual Matrix Clustering of Social Networks
Wong, Pak C.; Mackey, Patrick S.; Foote, Harlan P.; May, Richard A.
2013-07-01
The prevailing choices to graphically represent a social network in today’s literature are a node-link graph layout and an adjacency matrix. Both visualization techniques have unique strengths and weaknesses when applied to different domain applications. In this article, we focus our discussion on adjacency matrix and how to turn the matrix-based visualization technique from merely showing pairwise associations among network actors (or graph nodes) to depicting clusters of a social network. We also use node-link layouts to supplement the discussion.
Must all charting and graphing code be written in javascript? | OpenEI
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Phylogenetic Toric Varieties on Graphs
Buczynska, Weronika J.
2010-10-12
We define the phylogenetic model of a trivalent graph as a generalization of a binary symmetric model of a trivalent phylogenetic tree. If the underlining graph is a tree, the model has a parametrization that can be expressed ...
Open Graphs and Computational Reasoning
Dixon, Lucas; Ross, Duncan; Aleks, Kissinger
2010-01-01
We present a form of algebraic reasoning for computational objects which are expressed as graphs. Edges describe the flow of data between primitive operations which are represented by vertices. These graphs have an interface ...
Subdominant pseudoultrametric on graphs
Dovgoshei, A A; Petrov, E A
2013-08-31
Let (G,w) be a weighted graph. We find necessary and sufficient conditions under which the weight w:E(G)?R{sup +} can be extended to a pseudoultrametric on V(G), and establish a criterion for the uniqueness of such an extension. We demonstrate that (G,w) is a complete k-partite graph, for k?2, if and only if for any weight that can be extended to a pseudoultrametric, among all such extensions one can find the least pseudoultrametric consistent with w. We give a structural characterization of graphs for which the subdominant pseudoultrametric is an ultrametric for any strictly positive weight that can be extended to a pseudoultrametric. Bibliography: 14 titles.
Temporal Representation in Semantic Graphs
Levandoski, J J; Abdulla, G M
2007-08-07
A wide range of knowledge discovery and analysis applications, ranging from business to biological, make use of semantic graphs when modeling relationships and concepts. Most of the semantic graphs used in these applications are assumed to be static pieces of information, meaning temporal evolution of concepts and relationships are not taken into account. Guided by the need for more advanced semantic graph queries involving temporal concepts, this paper surveys the existing work involving temporal representations in semantic graphs.
Matthew McKague
2010-10-11
We give a construction for a self-test for any connected graph state. In other words, for each connected graph state we give a set of non-local correlations that can only be achieved (quantumly) by that particular graph state and certain local measurements. The number of correlations considered is small, being linear in the number of vertices in the graph. We also prove robustness for the test.
Martin, Jeremy L.
2003-01-01
TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 355, Number 10, Pages 4151{4169 S 0002-9947(03)03321-X Article electronically published on May 15, 2003 GEOMETRY OF GRAPH VARIETIES JEREMY L. MARTIN Abstract. A picture P of a graph G =(V...;E) consists of a point P(v)foreach vertex v2V and a line P(e)foreachedgee2E, all lying in the projective plane over a eld k and subject to containment conditions corresponding to incidence in G.Agraph variety is an algebraic set whose points parametrize...
Ramsey Minimal Graphs Bela Bollobas
Kohayakawa, Yoshiharu
Ramsey Minimal Graphs BÂ´ela BollobÂ´as Department of Mathematical Sciences University of Memphis of the edges of contains a red copy of G or a blue copy of H. A pair of graphs (G, H) is said to be Ramsey- connected graph that does not contain induced cycles of length at least , then the pair (Ck , H) is Ramsey
Densities in graphs and matroids
Kannan, Lavanya
2009-05-15
Certain graphs can be described by the distribution of the edges in its subgraphs. For example, a cycle C is a graph that satisfies |E(H)| |V (H)| < |E(C)| |V (C)| = 1 for all non-trivial subgraphs of C. Similarly, a tree T is a graph that satisfies...
Quantum chaos on discrete graphs
Uzy Smilansky
2007-04-26
Adapting a method developed for the study of quantum chaos on {\\it quantum (metric)} graphs \\cite {KS}, spectral $\\zeta$ functions and trace formulae for {\\it discrete} Laplacians on graphs are derived. This is achieved by expressing the spectral secular equation in terms of the periodic orbits of the graph, and obtaining functions which belongs to the class of $\\zeta$ functions proposed originally by Ihara \\cite {Ihara}, and expanded by subsequent authors \\cite {Stark,Sunada}. Finally, a model of "classical dynamics" on the discrete graph is proposed. It is analogous to the corresponding classical dynamics derived for quantum graphs \\cite {KS}.
Geothermal Exploration Case Studies on OpenEI (Presentation)
Young, K.; Bennett, M.; Atkins, D.
2014-03-01
The U.S. Geological Survey (USGS) resource assessment (Williams et al., 2008) outlined a mean 30 GWe of undiscovered hydrothermal resource in the western United States. One goal of the U.S. Department of Energy's (DOE) Geothermal Technology Office (GTO) is to accelerate the development of this undiscovered resource. DOE has focused efforts on helping industry identify hidden geothermal resources to increase geothermal capacity in the near term. Increased exploration activity will produce more prospects, more discoveries, and more readily developable resources. Detailed exploration case studies akin to those found in oil and gas (e.g. Beaumont and Foster, 1990-1992) will give developers central location for information gives models for identifying new geothermal areas, and guide efficient exploration and development of these areas. To support this effort, the National Renewable Energy Laboratory (NREL) has been working with GTO to develop a template for geothermal case studies on the Geothermal Gateway on OpenEI. In 2012, the template was developed and tested with two case studies: Raft River Geothermal Area (http://en.openei.org/wiki/Raft_River_Geothermal_Area) and Coso Geothermal Area (http://en.openei.org/wiki/Coso_Geothermal_Area). In 2013, ten additional case studies were completed, and Semantic MediaWiki features were developed to allow for more data and the direct citations of these data. These case studies are now in the process of external peer review. In 2014, NREL is working with universities and industry partners to populate additional case studies on OpenEI. The goal is to provide a large enough data set to start conducting analyses of exploration programs to identify correlations between successful exploration plans for areas with similar geologic occurrence models.
Finite Prime Distance Graphs and 2-Odd Graphs Joshua D. Laison, Colin Starr, and Andrea Walker
Laison, Josh
that trees, cycles, and bipartite graphs are prime distance graphs, and that Dutch windmill graphs and paper, Vinogradov's Theorem, and Ramar´e's Theorem, respectively; and we show that Dutch windmill graphs and paper
Chebotarev, Pavel
2010-01-01
A matrix $S=(s_{ij})_{n\\times n}$ is said to determine a \\emph{transitional measure} for a digraph $\\Gamma$ on $n$ vertices if for all $i,j,k\\in\\{1,...,n\\},$ the \\emph{transition inequality} $s_{ij}s_{jk}\\le s_{ik}s_{jj}$ holds and reduces to the equality (called the \\emph{graph bottleneck identity}) if and only if every path in $\\Gamma$ from $i$ to $k$ contains $j$. We show that every positive transitional measure produces a distance by means of a logarithmic transformation. Moreover, the resulting distance $d(\\cdot,\\cdot)$ is \\emph{graph-geodetic}, that is, $d(i,j)+d(j,k)=d(i,k)$ holds if and only if every path from $i$ to $k$ contains $j$. Five types of matrices that determine transitional measures for a strong digraph are considered, namely, the matrices of path weights, connection reliabilities, route weights, and the weights of in-forests and out-forests. The results obtained have undirected counterparts. In [P. Chebotarev, A family of graph distances generalizing both the shortest-path and the resistan...
Adventures in Graph Ramsey Theory /
Parrish, Andrew T.
2013-01-01
1.1 Additive Ramsey theory . . . . . . . . . . .3.1 Large Ramsey . . . . . . . . . . . . . . .additive- and graph-Ramsey theory 1.3 The compactness
Wang, Suijie
2010-01-01
In this paper, we give a Laplacian characterization of the product of the complete graphs $K_m$ with trees, unicyclic graphs, and bicyclic graphs. More precisely, let $G$ be a connected graph with at most two independent cycles. If $G$ is neither $C_{6}$ nor $\\Theta_{3,2,5}$ and determined by its Laplacain spectrum, then the product $G\\times K_{m}$ is also a graph determined by its Laplacian spectrum. In addition, we find the cosepctral graphs of $C_{6}\\times K_{m}$ and $\\Theta_{3,2,5}\\times K_{m}$, where the case $m=1$ is shown in Figure \\ref{F1} and \\ref{F2}.
Graph Algorithms in the Internet Age
Stanton, Isabelle Lesley
2012-01-01
5.2 Classic Matching Algorithms . . . . . . . . . . . . .4.3 Analysis of Algorithms on Random Graphs . . . . . . . .Graph Problems 5 An Introduction to Matching Algorithms 5.1
Generating Reports & Graphs in Portfolio Manager | Department...
Generating Reports & Graphs in Portfolio Manager Generating Reports & Graphs in Portfolio Manager This presentation, given through the DOE's Technical Assitance Program (TAP),...
Chromatic scheduling of dynamic data-graph computations
Kaler, Tim (Tim F. S.)
2013-01-01
Data-graph computations are a parallel-programming model popularized by programming systems such as Pregel, GraphLab, PowerGraph, and GraphChi. A fundamental issue in parallelizing data-graph computations is the avoidance ...
Increase Natural Gas Energy Efficiency | OpenEI Community
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Increase Natural Gas Energy Efficiency | OpenEI Community
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Increase Natural Gas Energy Efficiency | OpenEI Community
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Initial Takeaways from the PM Workshop | OpenEI Community
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Invisible Solar Energy Collection | OpenEI Community
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OpenEI Community - Sodium hypochlorite Market Research
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OpenEI Community - Sodium hypochlorite Market Share
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page on QA:QA J-E-1 SECTION J APPENDIXsourceII JumpQuarterly Smart Grid Data available for download on OpenEI
OpenEI Community - Sodium hypochlorite Market Size
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page on QA:QA J-E-1 SECTION J APPENDIXsourceII JumpQuarterly Smart Grid Data available for download on OpenEI
OpenEI Community - Sodium hypochlorite Market Trends
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page on QA:QA J-E-1 SECTION J APPENDIXsourceII JumpQuarterly Smart Grid Data available for download on OpenEI
Constrained Ramsey Numbers of Graphs
Jiang, Tao
Constrained Ramsey Numbers of Graphs Robert E. Jamison,1 Tao Jiang,2* and Alan C. H. Ling3 1-like trees. Ã? 2002 Wiley Periodicals, Inc. J Graph Theory 42: 1Â16, 2003 Keywords: Ramsey; monochromatic edges have the same color and rainbow iff all of its edges have different colors. In classical Ramsey
How do I push or pull bulk wiki pages from OpenEI mediawiki instance...
on this Please check out http:en.openei.orgcommunityblogopenei-downloadupload-automation-scripts Rmckeel on 10 October, 2012 - 11:00 Groups Menu You must login in order to...
STIL2 Swedish Office Buildings Survey - Datasets - OpenEI Datasets
Relationship Dataset Dataset extent Map data OpenStreetMap contributors Tiles by MapQuest License License Not Specified Author Swedish Energy Agency Contact OpenEI User...
Estrada, Ernesto
2015-01-01
A generalization of the random geometric graph (RGG) model is proposed by considering a set of points uniformly and independently distributed on a rectangle of unit area instead of on a unit square \\left[0,1\\right]^{2}. The topological properties, such as connectivity, average degree, average path length and clustering, of the random rectangular graphs (RRGs) generated by this model are then studied as a function of the rectangle sides lengths a and b=1/a, and the radius r used to connect the nodes. When a=1 we recover the RGG, and when a\\rightarrow\\infty the very elongated rectangle generated resembles a one-dimensional RGG. We provided computational and analytical evidence that the topological properties of the RRG differ significantly from those of the RGG. The connectivity of the RRG depends not only on the number of nodes as in the case of the RGG, but also on the side length of the rectangle. As the rectangle is more elongated the critical radius for connectivity increases following first a power-law an...
Broader source: Energy.gov [DOE]
Visual Breakout of the Cummulative Barrels of Oil Recovered by the Discoverer Enterprise, Q4000 and HP1. Updated through 12:00 AM on July 16, 2010.
Contagious Sets in Random Graphs Uriel Feige
Contagious Sets in Random Graphs Uriel Feige Michael Krivelevich Daniel Reichman August 10, 2014. A contagious set is a set whose activation results with the entire graph being active. Given a graph G, let m(G, 2) be the minimal size of a contagious set. We consider the binomial random graph G := G(n, p
Johan Kok; K. P. Chithra; N. K. Sudev; C. Susanth
2015-04-09
A \\textit{primitive hole} of a graph $G$ is a cycle of length $3$ in $G$. The number of primitive holes in a given graph $G$ is called the primitive hole number of that graph $G$. The primitive degree of a vertex $v$ of a given graph $G$ is the number of primitive holes incident on the vertex $v$. In this paper, we introduce the notion of set-graphs and study the properties and characteristics of set-graphs. We also check the primitive hole number and primitive degree of set-graphs. Interesting introductory results on the nature of order of set-graphs, degree of the vertices corresponding to subsets of equal cardinality, the number of largest complete subgraphs in a set-graph etc. are discussed in this study. A recursive formula to determine the primitive hole number of a set-graph is also derived in this paper.
Rainbow Connection Number of Graph Power and Graph Products
Basavaraju, Manu; Rajendraprasad, Deepak; Ramaswamy, Arunselvan
2011-01-01
Rainbow connection number, $rc(G)$, of a connected graph G is the minimum number of colors needed to color its edges, so that every pair of vertices is connected by at least one path in which no two edges are colored the same. In this paper we study the rainbow connection number with respect to three important graph product operations (cartesian product, lexicographic product and strong product) and the operation of graph powering. More specifically we show the following: (Here, $r(G)$ denotes the radius of $G$, an obvious lower bound for $rc(G)$) (1.) For a connected graph $G$, let $G^{k}$ be the k-th power of $G$. We show that for $k \\ge 2$, $r(G^{k}) \\le rc(G^{k}) \\le 2r(G^{k}) + 1$. The upper bound is tight up to an additive constant of 1. (2.) For two-connected, non-trivial graphs $G$ and $H$, let $G \\Box H$ be the Cartesian Product of $G$ and $H$. We show that $r(G \\Box H) \\le rc(G \\Box H)$ $\\le$ $2r(G \\Box H)$. The bound is tight. (3.) For two graphs $G$ and $H$ such that $G$ is a connected, non-trivia...
VISSOFT'07 Submission Kagdi, Maletic Onion Graphs for Focus+Context Views of UML Class Diagrams
Maletic, Jonathan I.
VISSOFT'07 Submission Kagdi, Maletic Onion Graphs for Focus+Context Views of UML Class Diagrams+context technique for visualizing large UML class models. The focus area, which can be manually or automatically source project. 1. Introduction Developers find UML class models1 useful for designing systems along
Automatic clustering of multispectral imagery by maximization of the graph modularity
Harkin, Anthony
Automatic clustering of multispectral imagery by maximization of the graph modularity ABSTRACT Automatic clustering of spectral image data is a common problem with a diverse set of desired and potential visually useful than previous methods. Additionally, this method outperforms many typical automatic
38 Chapteri - Functions and Graphs
a) Predict the pollution in 2007, 2010, and 2020. b) Graph the function over the interval [0, 50]. At most, how many y-intercepts can a function have? Explain.
Approximate Graph Products Marc Hellmutha
Stadler, Peter F.
Approximate Graph Products Marc Hellmutha , Wilfried Imrichb , Werner Kl¨ocklb , Peter F. Stadlera or fingers) can vary independently of other traits, or Email addresses: marc@bioinf.uni-leipzig.de (Marc
Doing time : inducing temporal graphs
Bramsen, Philip James
2006-01-01
We consider the problem of constructing a directed acyclic graph that encodes temporal relations found in a text. The unit of our analysis is a temporal segment, a fragment of text that maintains temporal coherence. The ...
Computing Visual Correspondence with Occlusions via Graph Cuts
Field, David
image. For many applications, it is partic- ularly important to obtain good results at discontinuities
Comparison of open source visual analytics toolkits.
Crossno, Patricia Joyce; Harger, John R.
2010-11-01
We present the results of the first stage of a two-stage evaluation of open source visual analytics packages. This stage is a broad feature comparison over a range of open source toolkits. Although we had originally intended to restrict ourselves to comparing visual analytics toolkits, we quickly found that very few were available. So we expanded our study to include information visualization, graph analysis, and statistical packages. We examine three aspects of each toolkit: visualization functions, analysis capabilities, and development environments. With respect to development environments, we look at platforms, language bindings, multi-threading/parallelism, user interface frameworks, ease of installation, documentation, and whether the package is still being actively developed.
Some algorithmic results in graph imbeddings
Joshi, Sanjay
1990-01-01
, is constructed by: 1. joining vertez us in graph G to vertez vr in H by an edge b, and 8. joining vertez uq in graph G to vertez vq in H by an edge V. The figure 2. 2 on the following page shows the double bar amalgamation of graphs Gq and Gq. We select a... vertex pair (un u2) in the graph Gq which are connected by an edge and similar vertex pair (vr, vq) on the graph Gz. The connecting bars b and b' join these two graphs at the selected vertices. 93 From the previous lemmas we can now prove, the mair...
Exploring the Graph of Graphs: Network Evolution and Centrality Distances
Pignolet, Yvonne Anne; Schmid, Stefan; Tredan, Gilles
2015-01-01
The topological structure of complex networks has fascinated researchers for several decades, and today we have a fairly good understanding of the types and reoccurring characteristics of many different complex networks. However, surprisingly little is known today about models to compare complex graphs, and quantitatively measure their similarity and dynamics. In the past a variety of node centralities, i.e., functions which assign values to nodes to represent their importance in the graph. Based on such centralities we propose a natural similarity measure for complex networks: the centrality distance $d_C$, the difference between two graphs with respect to a given node centrality $C$. Centrality distances can take the specific roles of the different nodes in the network into account, and have many interesting applications. As a case study, we investigate the evolution of networks with respect to centrality distances and their approximations based on closeness, betweenness, pagerank, clustering and degree cen...
OpenEI Community Central - Q & A | OpenEI Community
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OpenEI Showcased in Geothermal Exploration Best Practices Workshop | OpenEI
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OpenEI Town Hall Meeting #4 | OpenEI Community
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OpenEI maintenance March 8-9, 2013 | OpenEI Community
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OpenEI part of the Federal Digital Strategy | OpenEI Community
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page on QA:QA J-E-1 SECTION J APPENDIX ECoop Inc Jump to:Newberg, Oregon:OGE EnergyOklahoma:VisualizingOpenEI Town
Detecting Tampering in Random Graphs
Pinsky, Ross G
2012-01-01
Let $\\mathcal{G}_n=(V_n,E_n)$ be a growing sequence of deterministic finite graphs, with $V_n$ denoting the vertices and $E_n$ denoting the edges. Consider the random graph $\\mathcal{G}_n(p_n)=(V_n, E_n(p_n))$ obtained by including any given edge with probability $p_n$, independent of other edges, and let $P_n^{p_n}$ denote the corresponding probability measure on $\\mathcal{G}_n$. Now tamper with the random graph in some regular way. For example, if $\\mathcal{G}_n$ is the complete graph on $n$ vertices, so that $\\mathcal{G}_n(p_n)$ is the Erdos-Renyi graph, then one might tamper with it by disconnecting all the edges of a randomly chosen vertex, or by adding all the edges of a randomly chosen Hamiltonian path from $\\mathcal{G}_n$, or by adding all the edges of a randomly chosen clique of order $k_n$ from $\\mathcal{G}_n$. Denote the resulting induced measure on $\\mathcal{G}_n$ by $P_n^{p_n,\\text{tamper}}$. The tampering is called \\it detectable\\rm\\ if $\\lim_{n\\to\\infty}||P_n^{p_n,\\text{tamper}}-P_n^{p_n}||_{\\t...
On the Recognition of Four-Directional Orthogonal Ray Graphs
Felsner, Stefan
class of graphs is also known as grid intersection graphs (GIG), see [9]. The recognition of GIGs is NP
Human Factors Evaluation of Advanced Electric Power Grid Visualization Tools
Greitzer, Frank L.; Dauenhauer, Peter M.; Wierks, Tamara G.; Podmore, Robin
2009-04-01
This report describes initial human factors evaluation of four visualization tools (Graphical Contingency Analysis, Force Directed Graphs, Phasor State Estimator and Mode Meter/ Mode Shapes) developed by PNNL, and proposed test plans that may be implemented to evaluate their utility in scenario-based experiments.
Visualization of communities in networks Amanda L. Traud,1
Porter, Mason A.
-graining into communities facilitates subsequent investigation of structural organization. The field of graph visualization ; and the Haverford network colored by class year bottom . Similarly positioned community-level pie charts further illustrate the demographic organization of the Facebook networks.9 1 M. A. Porter, J.-P. Onnela, and P. J
emonCMS visualization tools for DataBus? | OpenEI Community
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page| Open Energy Information Serbia-EnhancingEtGeorgia:Illinois:WizardYatescloud Home Dc's picture
Widget:Motion Chart Visualization of OpenEI Traffic Statistics | Open
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page on QA:QA J-E-1 SECTION J APPENDIX ECoop IncIowa (Utility Company)Idaho)VosslohWest PlainsAssn, IncEnergy Information
Decidability, Behavioural Equivalences and Infinite Transition Graphs
Hüttel, Hans
This thesis studies behavioural equivalences on labelled infinite transition graphs and the role that they can play in the context of modal logics and notions from language theory. A natural class of such infinite graphs ...
Optimization in Geometric Graphs: Complexity and Approximation
Kahruman-Anderoglu, Sera
2011-02-22
We consider several related problems arising in geometric graphs. In particular, we investigate the computational complexity and approximability properties of several optimization problems in unit ball graphs and develop ...
Cops and Robber on Circulant Graphs
Bonato, Anthony
Edward Island #12;Cops and Robber Played on a finite, simple graph Cops have perfect information TwoCops and Robber on Circulant Graphs Shannon Fitzpatrick John Paul Larkin University of Prince
Minimal Spanning Trees with Conflict Graphs
symmetric conflict relations by means of an undirected conflict graph, where ..... International Symposium on Mathematical Foundations of Computer. Science ...
Some problems in Graph Ramsey Theory
Grinshpun, Andrey Vadim
2015-01-01
A graph G is r-Ramsey minimal with respect to a graph H if every r-coloring of the edges of G yields a monochromatic copy of H, but the same is not true for any proper subgraph of G. The study of the properties of graphs ...
Semester Thesis Virus Inoculation on Social Graphs -
Schmid, Stefan
Semester Thesis Virus Inoculation on Social Graphs - The Friendship Factor Dominic Meier meierdo introduce friendship between neighbors while looking at a virus inoculation game which is played and in the star graph. #12;Virus Inoculation on Social Graphs - The Windfall of Friendship page 2 1 Introduction
Effecting Parallel Graph Eigensolvers Through Library Composition
Lumsdaine, Andrew
is not possible in general. Conventional linear algebra libraries cannot operate on graph data types. Likewise exploitation of this duality. Graph libraries and matrix libraries use different data types, and despiteEffecting Parallel Graph Eigensolvers Through Library Composition Alex Breuer, Peter Gottschling
A heuristic algorithm for graph isomorphism
Torres Navarro, Luz
1999-01-01
polynomial time algorithm O(n?), ISO-MT, that seems' to solve the graph isomorphism decision problem correctly for all classes of graphs. Our algorithm is extremely useful from the practical point of view since counter examples (pairs of graphs for which our...
The Joys of Graph Transformation Arend Rensink
Rensink, Arend
The Joys of Graph Transformation Arend Rensink Department of Computer Science, University of Twente, the things being changed are graphs. A fundamental assumption in studying such changes, the handbook [21] is a 1 #12;Figure 1: Two graphs with a matching good source); rather, we want to illustrate
Statistically Quantitative Volume Visualization
Kniss, Joe Michael
in the visualization pipeline involves some level of uncertainty, this valuable quantity should accessible as part for volume visualization Risk transfer functions Visual uncertainty Interactive decision manipulation
Ilik, Violeta
2013-01-01
We used Viewshare to visualize three different sets of data. Frist one is a collection of budget reports published by the Texas A&M System. The file was crosswalked from MARCXML to MODS and uploaded to Viewshare as an XML MODS file. The second...
Ernst, Damien
GEURTS and Louis WEHENKEL University of Li` ege Â Belgium I. Data mining in power systems II. Dynamic+ + LESCOPE'98 Halifax, June 1998 Visualizing Dynamic Power System Scenarios for Data Mining Pierre. Wehenkel Â June 1998 2 + + I. Data mining in power systems Data mining ? ffl Aims at extracting useful (and
Inf-2101 -Algoritmer Graph Search
Bongo, Lars Ailo
Inf-2101 - Algoritmer Graph Search John Markus BjÃ¸rndalen 2010-09-02 Some foils are adapted from the book and the book's homepage. John Markus BjÃ¸rndalen () Inf-2101 - Algoritmer 2010-09-02 1 / 25 #12 John Markus BjÃ¸rndalen () Inf-2101 - Algoritmer 2010-09-02 2 / 25 #12;Breadth-first search Depth
Energy Science and Technology Software Center (OSTI)
003661IBMPC00 Visual-SOLAR: Modeling and Visualization of Solar Radiation Potential on Individual Building Rooftops
Geothermal NEPA Database on OpenEI (Poster)
Young, K. R.; Levine, A.
2014-09-01
The National Renewable Energy Laboratory (NREL) developed the Geothermal National Environmental Policy Act (NEPA) Database as a platform for government agencies and industry to access and maintain information related to geothermal NEPA documents. The data were collected to inform analyses of NEPA timelines, and the collected data were made publically available via this tool in case others might find the data useful. NREL staff and contractors collected documents from agency websites, during visits to the two busiest Bureau of Land Management (BLM) field offices for geothermal development, and through email and phone call requests from other BLM field offices. They then entered the information into the database, hosted by Open Energy Information (http://en.openei.org/wiki/RAPID/NEPA). The long-term success of the project will depend on the willingness of federal agencies, industry, and others to populate the database with NEPA and related documents, and to use the data for their own analyses. As the information and capabilities of the database expand, developers and agencies can save time on new NEPA reports by accessing a single location to research related activities, their potential impacts, and previously proposed and imposed mitigation measures. NREL used a wiki platform to allow industry and agencies to maintain the content in the future so that it continues to provide relevant and accurate information to users.
Scott M. Cohen
2008-05-13
A novel way of picturing the processing of quantum information is described, allowing a direct visualization of teleportation of quantum states and providing a simple and intuitive understanding of this fascinating phenomenon. The discussion is aimed at providing physicists a method of explaining teleportation to non-scientists. The basic ideas of quantum physics are first explained in lay terms, after which these ideas are used with a graphical description, out of which teleportation arises naturally.
Lamplighter groups, de Bruijn graphs, spider-web graphs and their spectra
Rostislav Grigorchuk; Paul-Henry Leemann; Tatiana Nagnibeda
2015-05-05
We describe the infinite family of spider-web graphs $S_{k,M,N }$, $k \\geq 2$, $M \\geq 1$ and $N \\geq 0$, studied in physical literature as tensor products of well-known de Brujin graphs $B_{k,N}$ and cyclic graphs $C_M$ and show that these graphs are Schreier graphs of the lamplighter groups $L_k = Z/kZ \\wr Z$. This allows us to compute their spectra and to identify the infinite limit of $S_{k,M,N}$, as $N, M \\to\\infty$, with the Cayley graph of the lamplighter group $L_k$.
Inf-2101 -Algoritmer Graph Search
Bongo, Lars Ailo
Inf-2101 - Algoritmer Graph Search John Markus BjÃ¸rndalen 2011-09-01 Some foils are adapted from the book and the book's homepage. John Markus BjÃ¸rndalen () Inf-2101 - Algoritmer 2011-09-01 1 / 16 #12 in the maze. Foil from Sedgewick/Wayne John Markus BjÃ¸rndalen () Inf-2101 - Algoritmer 2011-09-01 2 / 16 #12
ON RAMSEY MINIMAL GRAPHS V. R ODL AND M. SIGGERS
Siggers, Mark H.
ON RAMSEY MINIMAL GRAPHS V. R Â¨ODL AND M. SIGGERS Abstract. A graph G is r-ramsey on at most n vertices, each of which is r-ramsey-minimal with respect to the complete graph Kk. Furthermore of graph theory is determining the ramsey number for a graph H. This is the minimum number n such that any
A Characterization of Seymour Graphs A. A. Ageev
Szigeti, ZoltÃ¡n
A Characterization of Seymour Graphs A. A. Ageev , A. V. Kostochka and Z. Szigeti Abstract Following Gerards [1] we say that a connected undirected graph G is a Seymour graph if the maximum number (G). Several families of graphs have been shown to be subfamilies of Seymour graphs (Seymour [4
Models of random graph hierarchies
Paluch, Robert; Holyst, Janusz
2015-01-01
We introduce two models of inclusion hierarchies: Random Graph Hierarchy (RGH) and Limited Random Graph Hierarchy (LRGH). In both models a set of nodes at a given hierarchy level is connected randomly, as in the Erd\\H{o}s-R\\'{e}nyi random graph, with a fixed average degree equal to a system parameter $c$. Clusters of the resulting network are treated as nodes at the next hierarchy level and they are connected again at this level and so on, until the process cannot continue. In the RGH model we use all clusters, including those of size $1$, when building the next hierarchy level, while in the LRGH model clusters of size $1$ stop participating in further steps. We find that in both models the number of nodes at a given hierarchy level $h$ decreases approximately exponentially with $h$. The height of the hierarchy $H$, i.e. the number of all hierarchy levels, increases logarithmically with the system size $N$, i.e. with the number of nodes at the first level. The height $H$ decreases monotonically with the conne...
Counting matchings in irregular bipartite graphs
Marc Lelarge
2015-07-16
We give a sharp lower bound on the number of matchings of a given size in a bipartite graph. When specialized to regular bipartite graphs, our results imply Friedland's Lower Matching Conjecture and Schrijver's theorem. It extends the recent work of Csikv\\'ari done for regular and bi-regular bipartite graphs. Moreover, our lower bounds are order optimal as they are attained for a sequence of $2$-lifts of the original graph. We then extend our results to permaments and subpermanents sums. For permanents, we are able to recover the lower bound of Schrijver recently proved by Gurvits using stable polynomials. We provide new lower bounds for subpermanents sums. Our proof borrows ideas from the theory of local weak convergence of graphs, statistical physics and covers of graphs.
Fast generation of sparse random kernel graphs
DOE Public Access Gateway for Energy & Science Beta (PAGES Beta)
Hagberg, Aric; Lemons, Nathan; Du, Wen -Bo
2015-09-10
The development of kernel-based inhomogeneous random graphs has provided models that are flexible enough to capture many observed characteristics of real networks, and that are also mathematically tractable. We specify a class of inhomogeneous random graph models, called random kernel graphs, that produces sparse graphs with tunable graph properties, and we develop an efficient generation algorithm to sample random instances from this model. As real-world networks are usually large, it is essential that the run-time of generation algorithms scales better than quadratically in the number of vertices n. We show that for many practical kernels our algorithm runs in timemore »at most ?(n(logn)²). As an example, we show how to generate samples of power-law degree distribution graphs with tunable assortativity.« less
Graphs in machine learning: an introduction
Latouche, Pierre
2015-01-01
Graphs are commonly used to characterise interactions between objects of interest. Because they are based on a straightforward formalism, they are used in many scientific fields from computer science to historical sciences. In this paper, we give an introduction to some methods relying on graphs for learning. This includes both unsupervised and supervised methods. Unsupervised learning algorithms usually aim at visualising graphs in latent spaces and/or clustering the nodes. Both focus on extracting knowledge from graph topologies. While most existing techniques are only applicable to static graphs, where edges do not evolve through time, recent developments have shown that they could be extended to deal with evolving networks. In a supervised context, one generally aims at inferring labels or numerical values attached to nodes using both the graph and, when they are available, node characteristics. Balancing the two sources of information can be challenging, especially as they can disagree locally or globall...
Discussiones Mathematicae Graph Theory 34 (2014) 287307
Al Hanbali, Ahmad
2014-01-01
FOR TRACEABILITY OF BLOCK-CHAINS Binlong Lia,b1, Hajo Broersmab and Shenggui Zhanga2 a Department of Applied at least n-1 in G. A block-chain is a graph whose block graph is a path, i.e., it is either a P1, P2, every traceable graph is a block-chain, but the reverse does not hold. In this paper we characterize all
Maximum Estrada Index of Bicyclic Graphs
Wang, Long; Wang, Yi
2012-01-01
Let $G$ be a simple graph of order $n$, let $\\lambda_1(G),\\lambda_2(G),...,\\lambda_n(G)$ be the eigenvalues of the adjacency matrix of $G$. The Esrada index of $G$ is defined as $EE(G)=\\sum_{i=1}^{n}e^{\\lambda_i(G)}$. In this paper we determine the unique graph with maximum Estrada index among bicyclic graphs with fixed order.
Spectral statistics of nearly unidirectional quantum graphs
Maram Akila; Boris Gutkin
2015-08-19
The energy levels of a quantum graph with time reversal symmetry and unidirectional classical dynamics are doubly degenerate and obey the spectral statistics of the Gaussian Unitary Ensemble. These degeneracies, however, are lifted when the unidirectionality is broken in one of the graph's vertices by a singular perturbation. Based on a Random Matrix model we derive an analytic expression for the nearest neighbour distribution between energy levels of such systems. As we demonstrate the result agrees excellently with the actual statistics for graphs with a uniform distribution of eigenfunctions. Yet, it exhibits quite substantial deviations for classes of graphs which show strong scarring.
Generation of graph-state streams
Daniel Ballester; Jaeyoon Cho; M. S. Kim
2010-12-08
We propose a protocol to generate a stream of mobile qubits in a graph state through a single stationary parent qubit and discuss two types of its physical implementation, namely, the generation of photonic graph states through an atom-like qubit and those of flying atoms through a cavity-mode photonic qubit. The generated graph states fall into an important class that can hugely reduce the resource requirement of fault-tolerant linear optics quantum computation, which was previously known to be far from realistic. In regard to the flying atoms, we also propose a heralded generation scheme, which allows for high-fidelity graph states even under the photon loss.
Nuclear reactor multiphysics via bond graph formalism
Sosnovsky, Eugeny
2014-01-01
This work proposes a simple and effective approach to modeling nuclear reactor multiphysics problems using bond graphs. Conventional multiphysics simulation paradigms normally use operator splitting, which treats the ...
On Products and Line Graphs of Signed Graphs, their Eigenvalues and Energy
Zaslavsky, Thomas
On Products and Line Graphs of Signed Graphs, their Eigenvalues and Energy K.A. Germina, Shahul and Laplacian matrices and their eigenvalues and energies of the general product (non-complete extended p- sum product and the eigenvalues and energy of the product in terms of those of the factor graphs
Star graphs and Seba billiards
G. Berkolaiko; E. B. Bogomolny; J. P. Keating
2000-10-26
We derive an exact expression for the two-point correlation function for quantum star graphs in the limit as the number of bonds tends to infinity. This turns out to be identical to the corresponding result for certain Seba billiards in the semiclassical limit. Reasons for this are discussed. The formula we derive is also shown to be equivalent to a series expansion for the form factor - the Fourier transform of the two-point correlation function - previously calculated using periodic orbit theory.
A matrix representation of graphs and its spectrum as a graph invariant
David Emms; Edwin R. Hancock; Simone Severini; Richard C. Wilson
2006-04-05
We use the line digraph construction to associate an orthogonal matrix with each graph. From this orthogonal matrix, we derive two further matrices. The spectrum of each of these three matrices is considered as a graph invariant. For the first two cases, we compute the spectrum explicitly and show that it is determined by the spectrum of the adjacency matrix of the original graph. We then show by computation that the isomorphism classes of many known families of strongly regular graphs (up to 64 vertices) are characterized by the spectrum of this matrix. We conjecture that this is always the case for strongly regular graphs and we show that the conjecture is not valid for general graphs. We verify that the smallest regular graphs which are not distinguished with our method are on 14 vertices.
DOE Data Explorer [Office of Scientific and Technical Information (OSTI)]
Both OpenEI and SmartGrid.gov are DOE portals to a wealth of information about the federal initiatives that support the development of the technologies, policies and projects transforming the electric power industry. Projects funded through the U.S. Recovery Act are organized by type and pinned to an interactive map at http://en.openei.org/wiki/Gateway:Smart_Grid. Each project title links to more detailed information. The Quarterly Data Summaries from the Data Hub at SmartGrid.gov are also available on OpenEI at http://en.openei.org/datasets/node/928. In addition, the SmartGrid Information Center contains documents and reports that can be searched or browsed. Smart Grid Resources introduces international SmartGrid programs and sites, while OpenEI encourages users to add SmartGrid information to the repository.
Ramsey Minimal Graphs B ela Bollob as
Kohayakawa, Yoshiharu
Ramsey Minimal Graphs B#19;ela Bollob#19;as #3; Department of Mathematical Sciences University to be Ramsey-in#12;nite if there are in#12;nitely many minimal graphs for which we have ! (G; H). Let ` #21; 4 `, then the pair (C k ; H) is Ramsey- in#12;nite for any k #21; `, where C k denotes the cycle of length k
Diagonal Ramsey Numbers in Multipartite Graphs
van Vuuren, Jan H.
Diagonal Ramsey Numbers in Multipartite Graphs AP Burger , PJP Grobler , EH Stipp & JH van Vuuren September 17, 2003 Abstract The notion of a graph theoretic Ramsey number is generalised by assuming definition. Some small multipartite Ramsey numbers are found, while upper and lower bounds are established
Induced Graph Ramsey Theory Marcus Schaefer
Schaefer, Marcus
Induced Graph Ramsey Theory Marcus Schaefer School of CTI DePaul University 243 South Wabash Avenue for all graphs, and good upper bounds on induced Ramsey numbers in general, and for particular families (path on four vertices). The proof is a standard Ramsey theory arguÂ ment: fix one vertex u of the K 5
Diagonal Ramsey Numbers in Multipartite Graphs
van Vuuren, Jan H.
Diagonal Ramsey Numbers in Multipartite Graphs AP Burger + , PJP Grobler # , EH Stipp # & JH van Vuuren # September 17, 2003 Abstract The notion of a graph theoretic Ramsey number is generalised as in the classical definition. Some small multipartite Ramsey numbers are found, while upper and lower bounds
DISTRIBUTED PLANNING THROUGH GRAPH MERGING Damien Pellier
Pellier, Damien
DISTRIBUTED PLANNING THROUGH GRAPH MERGING Damien Pellier UniversitÂ´e Paris Descartes, Laboratoire.pellier@parisdescartes.fr Keywords: distributed problem solving, cooperation, coordination, multi-agent planning, planning graphs technics. Abstract: In this paper, we introduce a generic and fresh model for distributed planning called
On the spectra of simplicial rook graphs
Martin, Jeremy L.; Wagner, Jennifer D.
2014-05-05
The \\emph{simplicial rook graph} $\\SR(d,n)$ is the graph whose vertices are the lattice points in the $n$th dilate of the standard simplex in $\\mathbb{R}^d$, with two vertices adjacent if they differ in exactly two coordinates. We prove...
Small Alliances in Graphs Rodolfo Carvajal1
Rapaport, Iván
Small Alliances in Graphs Rodolfo Carvajal1 , Mart´in Matamala1,2 , Ivan Rapaport1,2 , and Nicolas is a (strong defensive) alliance of G if every node in S has at least as many neighbors in S than in V \\S typically belong to small alliances. Despite the fact that finding the smallest alliance in a graph is NP
Proceedings of the Workshop 23 June, 2011 Portland, Oregon, USA #12;Production and Manufacturing by Omnipress of related graph-based methods. This workshop series is aimed at fostering an exchange of ideas, thanks also to the special theme of this year in the area of machine learning, i.e. Graphs in Structured
Visual Perception Light and the Visual Apparatus
Mignotte, Max
#12;293 Vision and Visual Perception Light and the Visual Apparatus The Visible Spectrum The Eye. was in his car when it was hit by a small truck. In the emergency room, he was told that he had a concussion are providing a valuable model for understanding complex neural processing in general. Light and the Visual
Clustering attributed graphs: models, measures and methods
Bothorel, Cecile; Magnani, Matteo; Micenkova, Barbora
2015-01-01
Clustering a graph, i.e., assigning its nodes to groups, is an important operation whose best known application is the discovery of communities in social networks. Graph clustering and community detection have traditionally focused on graphs without attributes, with the notable exception of edge weights. However, these models only provide a partial representation of real social systems, that are thus often described using node attributes, representing features of the actors, and edge attributes, representing different kinds of relationships among them. We refer to these models as attributed graphs. Consequently, existing graph clustering methods have been recently extended to deal with node and edge attributes. This article is a literature survey on this topic, organizing and presenting recent research results in a uniform way, characterizing the main existing clustering methods and highlighting their conceptual differences. We also cover the important topic of clustering evaluation and identify current open ...
Graph Mining Meets the Semantic Web
Lee, Sangkeun (Matt) [ORNL; Sukumar, Sreenivas R [ORNL; Lim, Seung-Hwan [ORNL
2015-01-01
The Resource Description Framework (RDF) and SPARQL Protocol and RDF Query Language (SPARQL) were introduced about a decade ago to enable flexible schema-free data interchange on the Semantic Web. Today, data scientists use the framework as a scalable graph representation for integrating, querying, exploring and analyzing data sets hosted at different sources. With increasing adoption, the need for graph mining capabilities for the Semantic Web has emerged. We address that need through implementation of three popular iterative Graph Mining algorithms (Triangle count, Connected component analysis, and PageRank). We implement these algorithms as SPARQL queries, wrapped within Python scripts. We evaluate the performance of our implementation on 6 real world data sets and show graph mining algorithms (that have a linear-algebra formulation) can indeed be unleashed on data represented as RDF graphs using the SPARQL query interface.
A study in animation and visualization: consolidation of the Mississippi Fan
Parmley, Kelly Lynn
1992-01-01
a formal summary of the field and that NSF establish a new initiative on Visualization in Scientific Computing (ViSC) [22]. Held February 9-10, 1987. the Workshop on Visualization in Scientific Com- puting brought together a broad spectrum... throughout the scientific community. In essence, the goal was to unify the fields of computer graph- ics, image processing, computer vision, computer-aided design, signal processing, and user interface studies[22]. The response to the ViSC initiative...
Department of Psychology, University of Melbourne Introduction to graph theory
©Department of Psychology, University of Melbourne Introduction to graph theory Graphs Size and weak components Centrality for directed graphs Some special directed graphs ©Department of Psychology,6),(6,7)} 4 5 6 7 #12;©Department of Psychology, University of Melbourne Size and order The size of G
Minimal comparability completions of arbitrary graphs Pinar Heggernes
Heggernes, Pinar
Minimal comparability completions of arbitrary graphs Pinar Heggernes Federico Mancini Charis for which completion of arbitrary graphs can be achieved through such a vertex incremental approach. 1 to an arbitrary graph is called a comparability completion of the input graph. Unfortunately, computing
Vienna Graph Template Library Version 1.0
Neumaier, Arnold
.1 Vienna Graph Template Library Modules Here is a list of all modules: Classes and types for external useVienna Graph Template Library Version 1.0 Reference Manual Hermann Schichl University of Vienna.2.14 #12;CONTENTS 1 Contents 1 Introduction 1 2 Vienna Graph Template Library Module Index 2 3 Vienna Graph
DIMACS Technical Report 200337 Perfect interval filament graphs
DIMACS Technical Report 200337 Perfect interval filament graphs by Fanica GAVRIL 1 DIMACS, Rutgers are disjoint, their curves do not intersect; FI={ f i | iÎI} is a family of interval filaments and its intersection graph is an interval filament graph. The interval filament graphs contain the polygon
What Energy Functions Can Be Minimized via Graph Cuts?
Field, David
What Energy Functions Can Be Minimized via Graph Cuts? Vladimir Kolmogorov, Member, IEEE, and Ramin been developed to solve energy minimization problems in computer vision. Each of these techniques constructs a graph such that the minimum cut on the graph also minimizes the energy. Yet, because these graph
Liu, Yunhao
Visual Analysis of the Air Pollution Problem in Hong Kong Huamin Qu, Member, IEEE, Wing-Yi Chan with S-shape axis, and weighted complete graphs. Our system was used to analyze the air pollution problem system, parallel coordinates, air pollution, visual analytics. ! 1 INTRODUCTION The rapid deterioration
Information inequalities and Generalized Graph Entropies
Sivakumar, Lavanya
2012-01-01
In this article, we discuss the problem of establishing relations between information measures assessed for network structures. Two types of entropy based measures namely, the Shannon entropy and its generalization, the R\\'{e}nyi entropy have been considered for this study. Our main results involve establishing formal relationship, in the form of implicit inequalities, between these two kinds of measures when defined for graphs. Further, we also state and prove inequalities connecting the classical partition-based graph entropies and the functional-based entropy measures. In addition, several explicit inequalities are derived for special classes of graphs.
Werner Trobin, May 26, 2004 The Boost Graph Library -p. 1/48 The Boost Graph Library
Werner Trobin, May 26, 2004 The Boost Graph Library - p. 1/48 The Boost Graph Library Generic Library Design Werner Trobin #12;Introduction The Boost Graph Library Demo References Werner Trobin, May 26, 2004 The Boost Graph Library - p. 2/48 Outline I Introduction to Boost I The Boost
AUTOMATIC HEART ISOLATION FOR CT CORONARY VISUALIZATION USING G. Funka-Lea1
Boykov, Yuri
AUTOMATIC HEART ISOLATION FOR CT CORONARY VISUALIZATION USING GRAPH-CUTS G. Funka-Lea1 , Y. Boykov3 isolate the outer surface of the entire heart in Computer Tomogra- phy (CT) cardiac scans. Isolating the entire heart allows the coronary vessels on the surface of the heart to be easily visu- alized despite
Brostow, Gabriel
://visual.cs.ucl.ac.uk/pubs/graphActiveLearning Abstract To train good supervised and semi-supervised object classifiers, it is critical that we not waste can have uneven perfor- mance, being efficient on some datasets but wasteful on oth- ers task. While unskilled Mechanical Turkers are willing to label images of food at $1.40 per image [25
SCALABLE REACHABILITY INDEXING FOR VERY LARGE GRAPHS
Zaki, Mohammed Javeed
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34 iii #12;3. GRAIL: Scalable Reachability Index for Large Graphs . . . . . . . . . . . . . 36 3 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37 3.3 GRAIL Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 3.3.1 Index GRAIL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51 4.1 Topological Level Filter
Fault-tolerant dynamic task graph scheduling
Kurt, Mehmet C.; Krishnamoorthy, Sriram; Agrawal, Kunal; Agrawal, Gagan
2014-11-16
In this paper, we present an approach to fault tolerant execution of dynamic task graphs scheduled using work stealing. In particular, we focus on selective and localized recovery of tasks in the presence of soft faults. We elicit from the user the basic task graph structure in terms of successor and predecessor relationships. The work stealing-based algorithm to schedule such a task graph is augmented to enable recovery when the data and meta-data associated with a task get corrupted. We use this redundancy, and the knowledge of the task graph structure, to selectively recover from faults with low space and time overheads. We show that the fault tolerant design retains the essential properties of the underlying work stealing-based task scheduling algorithm, and that the fault tolerant execution is asymptotically optimal when task re-execution is taken into account. Experimental evaluation demonstrates the low cost of recovery under various fault scenarios.
On semidefinite programming bounds for graph bandwidth
2011-05-24
May 24, 2011 ... the rectangular grid graph Pn × Pm (i.e. the Cartesian product of the paths Pn and Pm) is min{n, m} [6] ...... Ars Combinatoria, 47:147-152, 1997.
Projective representations from quantum enhanced graph symmetries
2015-03-11
Presently, we will label the edges of a graph by elements of a group ...... (a) Read off the matrix ? by putting the G label of a vertex onto the diagonal in the place.
Densities of Minor-Closed Graph Families
Eppstein, David
2010-01-01
N. Robertson and P. D. Seymour. Graph Minors. XX. Wagner’sChudnovsky, B. Reed, and P. Seymour. The edge-density for KReferences [1] N. Alon, P. Seymour, and R. Thomas. A
Graph representation of protein free energy landscape
Li, Minghai; Duan, Mojie; Fan, Jue; Huo, Shuanghong; Han, Li
2013-11-14
The thermodynamics and kinetics of protein folding and protein conformational changes are governed by the underlying free energy landscape. However, the multidimensional nature of the free energy landscape makes it difficult to describe. We propose to use a weighted-graph approach to depict the free energy landscape with the nodes on the graph representing the conformational states and the edge weights reflecting the free energy barriers between the states. Our graph is constructed from a molecular dynamics trajectory and does not involve projecting the multi-dimensional free energy landscape onto a low-dimensional space defined by a few order parameters. The calculation of free energy barriers was based on transition-path theory using the MSMBuilder2 package. We compare our graph with the widely used transition disconnectivity graph (TRDG) which is constructed from the same trajectory and show that our approach gives more accurate description of the free energy landscape than the TRDG approach even though the latter can be organized into a simple tree representation. The weighted-graph is a general approach and can be used on any complex system.
Random key graphs can have many more triangles than Erdos-Renyi graphs
Yagan, Osman
, and in the First Workshop on Applications of Graph Theory in Wireless Ad hoc Networks and Sensor Networks (GRAPH-HOC 2009), Chennai (India), December 2009. O. Yagan was with the Department of Electrical and Computer is now with Department of Electrical and Computer Engineering and CyLab, Carnegie Mellon University
Intro Algo ring Arbitrary graphs Conclusion PING PONG IN DANGEROUS GRAPHS
Fondements et Applications, Université Paris 7
Intro Algo ring Arbitrary graphs Conclusion PING PONG IN DANGEROUS GRAPHS Optimal Black Hole Search blocking and destroying any mobile agent entering it. Motivations : Site which is destroyed or dangerous blocking and destroying any mobile agent entering it. Motivations : Site which is destroyed or dangerous
Graph-Theoretic Generation of Assembly Plans Part I: Correct Generation of Precedence Graphs
Wu, David
1 Graph-Theoretic Generation of Assembly Plans Part I: Correct Generation of Precedence Graphs Lehigh University Bethlehem, Pennsylvania Abstract Automatic generation and selection of assembly plans is a problem of great practical importance with many significant cost implications. In this paper, we focus
OpenEI/URDB Bug? | OpenEI Community
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page on QA:QA J-E-1 SECTION J APPENDIX ECoop Inc Jump to:Newberg, Oregon:OGE EnergyOklahoma:VisualizingOpenEI TownOpenEI
Research Article Visual Recognition
Grill-Spector, Kalanit
) or subordinate (e.g., Volkswagen Beetle) level. How- ever, this is apparently not true for visually atypical
Gopal Vaswani, Jon Dugan
2012-07-01
The ESnet Visualization widgets are various data visualization widgets for use in web browsers to aid in the visualization of computer networks. In particular the widgets are targetted at displaying timeseries and topology data. They were developed for use in the MyESnet portal but are general enough to be used other places. The widgets are built using the d3.js library.
VISUAL ASSISTANCE TOOLS FOR INTERACTIVE VISUALIZATION OF REMOTE SENSING DATA
Blanz, Volker
VISUAL ASSISTANCE TOOLS FOR INTERACTIVE VISUALIZATION OF REMOTE SENSING DATA Martin Lambers to interactive visualization of remote sensing data. Index Terms-- Visualization 1. INTRODUCTION Interactive visualization of remote sensing data gives the user much control over the visualization result. In the ideal
Increase Natural Gas Energy Efficiency - Q & A | OpenEI Community
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page on QA:QA J-E-1 SECTION J APPENDIXsource History View NewGuam:on Openei |source History ViewInQbator
Outline of the talk Statistics on Graphs, Exponential Formula and
Poinsot, Laurent
Outline of the talk Statistics on Graphs, Exponential Formula and Combinatorial Physics G and Complexity" Laurent Poinsot Statistics on Graphs, Exponential Formula and Combinatorial Physics #12;Exponential Formula : Informal Version Ingredients for the exponential formula Partial commutative monoids
A New Combinatorial Approach for Sparse Graph Problems
Blelloch, Guy E.
A New Combinatorial Approach for Sparse Graph Problems Guy E. Blelloch, Virginia Vassilevska- totic improvement over O(mn) for all pairs least common ancestors on directed acyclic graphs. 1
collected moments before the last major electric blackout in the Western United States and Canada. Green
On the topology of graph picture spaces
Martin, Jeremy L.
2005-03-01
V and edges E. The d-dimensional picture space Xd(G) is de ned as the projective algebraic set whose points are pictures of G in complex projective d-space Pd = PdC. A picture P consists of a point P(v) 2 Pd for each vertex v of G and a line P...(e) for each edge e, subject to the conditions P(v) 2 P(e) whenever v is an endpoint of e. Two fundamental operations of graph theory are deletion and contraction: given a graph G and an edge e, we may delete e to form a graph G e, or identify the end- points...
Johan Alwall; Michel Herquet; Fabio Maltoni; Olivier Mattelaer; Tim Stelzer
2011-06-02
MadGraph 5 is the new version of the MadGraph matrix element generator, written in the Python programming language. It implements a number of new, efficient algorithms that provide improved performance and functionality in all aspects of the program. It features a new user interface, several new output formats including C++ process libraries for Pythia 8, and full compatibility with FeynRules for new physics models implementation, allowing for event generation for any model that can be written in the form of a Lagrangian. MadGraph 5 builds on the same philosophy as the previous versions, and its design allows it to be used as a collaborative platform where theoretical, phenomenological and simulation projects can be developed and then distributed to the high-energy community. We describe the ideas and the most important developments of the code and illustrate its capabilities through a few simple phenomenological examples.
ON HIGHLY RAMSEY INFINITE GRAPHS M. H. SIGGERS
Siggers, Mark H.
ON HIGHLY RAMSEY INFINITE GRAPHS M. H. SIGGERS Abstract. We show that, for k 3, there exists that are 2-ramsey-minimal for the odd cycle C2k+1. 1. Introduction A graph G is r-ramsey for a graph H if any r-colouring of the edges of G yields a monochromatic copy of the graph H. G is r-ramsey
A Note on Ramsey Size-Linear Graphs
Simonovits, MiklÃ³s
A Note on Ramsey Size-Linear Graphs P.N. Balister,1 R.H. Schelp,1 and M. Simonovits1,2 1 DEPARTMENT is a Ramsey size-linear graph and x,y 2 V(G ) then if we add a sufficiently long path between x and y we obtain a new Ramsey size-linear graph. As a consequence we show that if G is any graph such that every
Evaluating Graph Coloring on Pascal Grosset, Peihong Zhu, Shusen Liu,
Hall, Mary W.
any relevant related works for graph coloring on GPUs · Main inspiration: o Gebremedhin and Manne o (G
Discrete Lagrangian Systems on Graphs. Symplecto-Topological Properties
S. P. Novikov; A. S. Schwarz
2000-04-11
Discrete Lagrangian Systems on graphs are considered. Vector-valued closed differential 2-form on the space of solutions is constructed. This form takes values in the first homology group of the graph. This construction generalizes the Symplectic Wronskian for the linear self-adjoint operators on graphs found in 1997 by the first author and used for the needs of the Scattering Theory for graphs with tails
1st Graph Searching in Canada (GRASCan) Workshop
Bonato, Anthony
Fitzpatrick, University of Prince Edward Island Cops and Robber on Circulant Graphs 11:30 - 12:00 Kieka
VACUUM ENERGY IN QUANTUM GRAPHS A Senior Honors Thesis
VACUUM ENERGY IN QUANTUM GRAPHS A Senior Honors Thesis by JUSTIN HOWARD WILSON Submitted ABSTRACT Vacuum Energy in Quantum Graphs. (April 2007) Justin Howard Wilson Department of Physics the vacuum energy in quantum graphs. Vacuum energy arose in quantum physics but has an independent
Problems of Distance-Regular Graphs Hiroshi Suzuki
Xi, Changchang
Â328. [14] H. Suzuki, The Terwilliger algebra associated with a set of vertices in a distance-regular graph, J. Alg. Combin. 22 (2005), 5-38. [15] P. Terwilliger, Distance-regular graphs and (s, c, a, k)-graphs, J. Combin. Th. (B) 34 (1983), 151Â164. [16] P. Terwilliger, A new inequality for distance
Realization of some local unitary operations by graph switching
Supriyo Dutta; Bibhas Adhikari; Subhashish Banerjee
2015-02-27
In this work we implement a graph theoretical realization of local unitary transformations, implemented by single qubit Pauli gates, by adapting techniques of graph switching. This leads to the concept of local unitary equivalent graphs. We illustrate our method by a few, well known, local unitary transformations implemented by single qubit Pauli and Hadamard gates.
The case against specialized graph analytics engines University of Wisconsin
Willett, Rebecca
the performance perspec- tive. We present Grail a syntactic layer for querying graph in a vertex-centric way compare Grail to GraphLab and Giraph, and examine the performance implications of using Grail, showing.e. Grail) that presents such a syntactic mapping layer. We present how graph analytics queries using
GRAIL: Scalable Reachability Index for Large Graphs Hilmi Yildirim
Zaki, Mohammed Javeed
GRAIL: Scalable Reachability Index for Large Graphs Hilmi Yildirim Rensselaer Polytechnic large real-world graphs. We present a very simple, but scalable reachability index, called GRAIL on small graphs, GRAIL is the only index that can scale to millions of nodes and edges. GRAIL has linear
SQLGraph: An Efficient Relational-Based Property Graph , Achille Fokoue
Cortes, Corinna
[Database Management]: Systems General Terms Property graphs; Gremlin Keywords Property graphs; Relational Storage; Gremlin 1. INTRODUCTION There is increased interest in graph data management re- cently, fueled literature has been on RDF data management (e.g., [39, 18, 27, 24, 6, 25, 16]). Much of this work targets
A Static Analysis Technique for Graph Transformation Systems
Baldan, Paolo
A Static Analysis Technique for Graph Transformation Systems Paolo Baldan, Andrea Corradini,andrea,koenigb}@di.unipi.it Abstract. In this paper we introduce a static analysis technique for graph transformation systems. We in a direct and intuitive way. Graph Transformation Systems (GTSs) [18] add to the static description given
Making arbitrary graphs transitively orientable: Minimal comparability completions
Papadopoulos, Charis
Making arbitrary graphs transitively orientable: Minimal comparability completions Pinar Heggernes to an arbitrary graph is called a comparability completion of the input graph. Unfortunately, computing a comparability completion with the minimum number of added edges (called a minimum completion) is an NP
VGTL (Vienna Graph Template Library) Version 1.1
Schichl, Hermann
.1 Vienna Graph Template Library Modules Here is a list of all modules: Classes and types for external useVGTL (Vienna Graph Template Library) Version 1.1 Reference Manual Hermann Schichl University June 2003 #12;CONTENTS 1 Contents 1 Introduction 1 2 Vienna Graph Template Library Module Index 2 3
The power graph of a group Peter J. Cameron
Burton, Geoffrey R.
; graphs are much looser. For example, there are only five different groups with eight elementsThe power graph of a group Peter J. Cameron Queen Mary, University of London LTCC Open Day, 8 January 2010 Groups and graphs A group is an algebraic structure: a set with a bi- nary operation
Multivariate Graphs in Software Engineering and A. Telea2
Telea, Alexandru C.
Multivariate Graphs in Software Engineering S. Diehl1 and A. Telea2 1 Department of Computer, the Netherlands Abstract. Multivariate networks, or graphs, are an essential element of various activities. In this chapter, we present the specific context in which multivariate graphs occur in software engineering
Cellular Algebras and Graph Invariants Based on Quantum Walks
Jamie Smith
2011-03-01
We consider two graph invariants inspired by quantum walks- one in continuous time and one in discrete time. We will associate a matrix algebra called a cellular algebra with every graph. We show that, if the cellular algebras of two graphs have a similar structure, then they are not distinguished by either of the proposed invariants.
On Sum--Connectivity Index of Bicyclic Graphs
Du, Zhibin
2009-01-01
We determine the minimum sum--connectivity index of bicyclic graphs with $n$ vertices and matching number $m$, where $2\\le m\\le \\lfloor\\frac{n}{2}\\rfloor$, the minimum and the second minimum, as well as the maximum and the second maximum sum--connectivity indices of bicyclic graphs with $n\\ge 5$ vertices. The extremal graphs are characterized.
Bicycles and Left-Right Tours in Locally Finite Graphs
Diestel, Reinhard
Bicycles and Left-Right Tours in Locally Finite Graphs von Melanie Win Myint, M. S. Dem Department-Right Tours 29 6 LRTs Generate the Bicycle Space 43 7 The ABL Planarity Criterion 53 8 Pedestrian Graphs 69 bicycles and some other concepts they relate to, such as left- right tours and pedestrian graphs
Large Mesh Deformation Using the Volumetric Graph Laplacian
Kazhdan, Michael
Large Mesh Deformation Using the Volumetric Graph Laplacian Kun Zhou1 Jin Huang2 John Snyder3 Related Work Deformation on Volumetric Graphs Deformation from 2D curves Results Conclusions #12;11/21/2007 Bhaskar Kishore 3 Outline Introduction Related Work Deformation on Volumetric Graphs Deformation from
Understanding resonance graphs using Easy Java Simulations (EJS) and why we use EJS
Wee, Loo Kang; Chew, Charles; Wong, Darren; Tan, Samuel
2015-01-01
This paper reports a computer model- simulation created using Easy Java Simulation (EJS) for learners to visualize how the steady-state amplitude of a driven oscillating system varies with the frequency of the periodic driving force. The simulation shows (N=100) identical spring-mass systems being subjected to (1) periodic driving force of equal amplitude but different driving frequencies and (2) different amount of damping. The simulation aims to create a visually intuitive way of understanding how the series of amplitude versus driving frequency graphs are obtained by showing how the displacement of the system changes over time as it transits from the transient to the steady state. A suggested how to use the model is added to help educators and students in their teaching and learning, where we explained the theoretical steady state equation, time conditions when the model starts allowing data recording of maximum amplitudes to closely match the theoretical equation and steps to collect different runs of deg...
M&Ms4Graphs: Multi-scale, Multi-dimensional Graph Analytics Tools for Cyber-Security
M&Ms4Graphs: Multi-scale, Multi-dimensional Graph Analytics Tools for Cyber-Security Objective We-of-Networks Framework for Cyber Security." IEEE Intelligence and Security Informatics, 2013. 2. "Towards a Multiscale. "Statistical and Hierarchical Graph Analysis for Cyber Security." SIAM Conference on Discrete Mathematics
CPM: A Graph Pattern Matching Kernel with Diffusion for Accurate Graph Classification
Kansas, University of
(the Molecular Library Initiative project) that aims to determine and publicize the biological activ chemical structure data sets and have compared our methods to all major graph kernel functions that we know
Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)
Assessment Visual Resource Report in Support of the I-5 Corridor Reinforcement Project Environmental Impact Statement Prepared for: Bonneville Power Administration P.O. Box 3621...
Broader source: Energy.gov [DOE]
Multimedia resources at the United States Department of Energy help to message geothermal development visually through video, photographs, renderings of the subsurface, and resource maps. VIDEO links
Three Theorems Regarding Testing Graph Properties*
Trevisan, Luca
Three Theorems Regarding Testing Graph Properties* Oded Goldreich,1, Luca Trevisan2 1 Department-mail: luca@eecs.berkeley.edu Received 9 December 2001; accepted 18 September 2002 DOI 10.1002/rsa.10078 ABSTRACT: Property testing is a relaxation of decision problems in which it is required to distinguish YES
Graph Coloring with Quantum Heuristics Alex Fabrikant
Fabrikant, Alex
empirically with small graphs near a phase transition in search performance. It im- proves on two prior and physical phase transitions [4, 23, 19], which has led to new heuristics for conventional machines [12, 8 a conventional machine eval- uates just one. Hence one might expect high performance for problems having a rapid
Understanding Design Patterns with Design Rationale Graphs
Baniassad, Elisa
Understanding Design Patterns with Design Rationale Graphs Elisa Baniassad and Gail C. Murphy christa.schwanninger@mchp.siemens.de ABSTRACT A Design Pattern presents a proven solution to a common design problem using a combination of informal text, diagrams, and examples. Often, to suitably describe
Parsimonious Flooding in Dynamic Graphs Herv Baumann
Fondements et Applications, Université Paris 7
Parsimonious Flooding in Dynamic Graphs Hervé Baumann University Paris Diderot herve bounds on their flooding time -- flooding is the basic mechanism in which every node becoming aware. In this paper, we establish tight bounds on the complexity of flooding for all possible birth rates and death
Spectral statistics for scaling quantum graphs
Yu. Dabaghian
2006-08-09
The explicit solution to the spectral problem of quantum graphs is used to obtain the exact distributions of several spectral statistics, such as the oscillations of the quantum momentum eigenvalues around the average, $\\delta k_{n}=k_{n}-\\bar k_{n}$, and the nearest neighbor separations, $s_{n}=k_{n}-k_{n-1}$.
Expander Graph Arguments for Message Passing Algorithms
Burshtein, David
Expander Graph Arguments for Message Passing Algorithms David Burshtein and Gadi Miller Dept arguments may be used to prove that message passing algorithms can correct a linear number of erroneous a message passing algorithm has corrected a sufficiently large fraction of the errors, it will eventually
Minimum Spanning Trees weighted graph API
Wu, Xiaolin
on the complete graph on V vertices. #12;4 MST Origin Otakar Boruvka (1926). · Electrical Power Company of Western Moravia in Brno. · Most economical construction of electrical power network. · Concrete engineering;5 Applications MST is fundamental problem with diverse applications. · Network design. telephone, electrical
Atomic Representations of Rank 2 Graph Algebras
Davidson, Ken
Atomic Representations of Rank 2 Graph Algebras Kenneth R. Davidson a , Stephen C. Power b , Dilian University, Lancaster LA1 4YF, U.K. Abstract We provide a detailed analysis of atomic -representations- posed into a direct sum or direct integral of irreducible atomic representations. The building blocks
Solving the Graph Isomorphism Problem with a Quantum Annealer
Itay Hen; A. P. Young
2012-08-08
We propose a novel method using a quantum annealer -- an analog quantum computer based on the principles of quantum adiabatic evolution -- to solve the Graph Isomorphism problem, in which one has to determine whether two graphs are isomorphic (i.e., can be transformed into each other simply by a relabeling of the vertices). We demonstrate the capabilities of the method by analyzing several types of graph families, focusing on graphs with particularly high symmetry called strongly regular graphs (SRG's). We also show that our method is applicable, within certain limitations, to currently available quantum hardware such as "D-Wave One".
Graph processing platforms at scale: practices and experiences
Lim, Seung-Hwan; Lee, Sangkeun; Brown, Tyler C; Sukumar, Sreenivas R; Ganesh, Gautam
2015-01-01
Graph analysis unveils hidden associations of data in many phenomena and artifacts, such as road network, social networks, genomic information, and scientific collaboration. Unfortunately, a wide diversity in the characteristics of graphs and graph operations make it challenging to find a right combination of tools and implementation of algorithms to discover desired knowledge from the target data set. This study presents an extensive empirical study of three representative graph processing platforms: Pegasus, GraphX, and Urika. Each system represents a combination of options in data model, processing paradigm, and infrastructure. We benchmarked each platform using three popular graph operations, degree distribution, connected components, and PageRank over a variety of real-world graphs. Our experiments show that each graph processing platform shows different strength, depending the type of graph operations. While Urika performs the best in non-iterative operations like degree distribution, GraphX outputforms iterative operations like connected components and PageRank. In addition, we discuss challenges to optimize the performance of each platform over large scale real world graphs.
Frequent Subgraph Discovery in Large Attributed Streaming Graphs
Ray, Abhik; Holder, Larry; Choudhury, Sutanay
2014-08-13
The problem of finding frequent subgraphs in large dynamic graphs has so far only consid- ered a dynamic graph as being represented by a series of static snapshots taken at various points in time. This representation of a dynamic graph does not lend itself well to real time processing of real world graphs like social networks or internet traffic which consist of a stream of nodes and edges. In this paper we propose an algorithm that discovers the frequent subgraphs present in a graph represented by a stream of labeled nodes and edges. Our algorithm is efficient and consists of tunable parameters that can be tuned by the user to get interesting patterns from various kinds of graph data. In our model updates to the graph arrive in the form of batches which contain new nodes and edges. Our algorithm con- tinuously reports the frequent subgraphs that are estimated to be found in the entire graph as each batch arrives. We evaluate our system using 5 large dynamic graph datasets: the Hetrec 2011 challenge data, Twitter, DBLP and two synthetic. We evaluate our approach against two popular large graph miners, i.e., SUBDUE and GERM. Our experimental re- sults show that we can find the same frequent subgraphs as a non-incremental approach applied to snapshot graphs, and in less time.
Contig Graph Tool: A graphical interface for Contig Physical Map assembly
Pecherer, R.M.
1992-01-01
A Contig Physical Map of a chromosome is a collection of DNA clones organized into ordered, overlapping sets called contigs which cover contiguous regions of the chromosome. Contigs may be assembled from a knowledge of the binary overlap relation between all clone pairs in a clone set which covers all or part of the chromosome, and contigs may be positioned along the chromosome by in situ hybridization using unique probes from each contig. Clone overlap is determined experimentally by factoring each clone into restriction fragments that are characterized by size and hybridization probe signals. Clones which overlap therefore share common restriction fragments, making overlap detectable. However, non-uniqueness of restriction fragments and experimental error lead to incorrect determination of the overlap relation and errors in the contig map. The Contig Graph Tool was developed to detect and correct overlap errors using editable visualizations of an abstract graph representation for clones and overlaps. This interactive tool is integrated with an electronic, laboratory notebook and introduces several concepts useful for solving problems with discrete, scientific visualization.
Line graphs e contrazioni: un approccio rigoroso alla space syntax
D'Autilia, Roberto
2015-01-01
The methods of the space syntax have been the subject of extensive discussion, and several techniques to identify the axis lines have been proposed. The space syntax can be represented in terms of line graph, a graphs defined on the edge of a given primary graph. By means of the line graph algorithms, a system of labels defined on the edges of the primary graph is transformed into a system of labels on the vertices of the line graph. The contraction of adjacent edges with the same label allows to build a more general graph than those generated with the methods of the space syntax. By means of the functions implemented in Mathematica is therefore possible to redefine the space syntax on any system of urban quantities (labels) and reproduce the results of the axial lines as a special case. As an example is discussed a possible application of the method to the urban noise analysis.
Visualization of electronic density
DOE Public Access Gateway for Energy & Science Beta (PAGES Beta)
Grosso, Bastien; Cooper, Valentino R.; Pine, Polina; Hashibon, Adham; Yaish, Yuval; Adler, Joan
2015-04-22
An atom’s volume depends on its electronic density. Although this density can only be evaluated exactly for hydrogen-like atoms, there are many excellent numerical algorithms and packages to calculate it for other materials. 3D visualization of charge density is challenging, especially when several molecular/atomic levels are intertwined in space. We explore several approaches to 3D charge density visualization, including the extension of an anaglyphic stereo visualization application based on the AViz package to larger structures such as nanotubes. We will describe motivations and potential applications of these tools for answering interesting questions about nanotube properties.
Local semicircle law for random regular graphs
Roland Bauerschmidt; Antti Knowles; Horng-Tzer Yau
2015-05-26
We consider random $d$-regular graphs on $N$ vertices, with degree $d$ at least $(\\log N)^4$. We prove that the Green's function of the adjacency matrix and the Stieltjes transform of its empirical spectral measure are well approximated by Wigner's semicircle law, down to the optimal scale given by the typical eigenvalue spacing (up to a logarithmic correction). Aside from well-known consequences for the local eigenvalue distribution, this result implies the complete delocalization of all eigenvectors.
Approximating the minimum clique cover and other hard problems in subtree filament graphs
Stewart, Lorna
Approximating the minimum clique cover and other hard problems in subtree filament graphs J. Mark Keil Lorna Stewart March 20, 2006 Abstract Subtree filament graphs are the intersection graphs of subtree filaments in a tree. This class of graphs contains subtree overlap graphs, interval filament
A Characterization of Seymour Graphs A. A. Ageev A. V. Kostochka Z. Szigeti y
Ageev, Alexandr
A Characterization of Seymour Graphs A. A. Ageev #3; A. V. Kostochka #3; Z. Szigeti y Abstract Following Gerards [1] we say that a connected undirected graph G is a Seymour graph if the maximum number). Several families of graphs have been shown to be subfamilies of Seymour graphs (Seymour [4][5], Gerards [1
Parameters of Integral Circulant Graphs and Periodic Quantum Dynamics
Nitin Saxena; Simone Severini; Igor Shparlinski
2007-03-26
The intention of the paper is to move a step towards a classification of network topologies that exhibit periodic quantum dynamics. We show that the evolution of a quantum system, whose hamiltonian is identical to the adjacency matrix of a circulant graph, is periodic if and only if all eigenvalues of the graph are integers (that is, the graph is integral). Motivated by this observation, we focus on relevant properties of integral circulant graphs. Specifically, we bound the number of vertices of integral circulant graphs in terms of their degree, characterize bipartiteness and give exact bounds for their diameter. Additionally, we prove that circulant graphs with odd order do not allow perfect state transfer.
Visualizing conceptual information
Brunner, Matthew Conrad
1993-01-01
Foos-Grabers book, DEATHING: An Alternative for the Final Moments of Life. The visualization is both aesthetic in its expression and clearly communicative of the original ideas. Included is a discussion which centers on techniques and aesthetic...
Hirsch, Matthew Waggener
2014-01-01
It is not so far-fetched to envision a future student working through a difficult physics problem by using their hands to manipulate a 3D visualization that floats above the desk. A doctor preparing for heart surgery will ...
Matching Law Visualization Tool
Reed, Derek D.
2015-05-15
, the matching law remains an elusive principle to students of behavior analysis lacking requisite training in quantitative analyses. This simulation tool is intended to visually describe how manipulations of the parameters of the quantitative models modulate...
Visualizing historic buildings
Han, Kyu Yol
1997-01-01
and horizontal curved surfaces. Engineers and architects can also use animation software to visualize their products and architectural designs for presentations, or to simulate reality convincing in the animation of yet-to-be-constructed buildings. "Once... visualization tool. SoftImage's broad range of powerful and sophisticated animation tools allows the production of complex 3D spaces and animations of outstanding quality both quickly and easily. I intend to investigate selected objects with these two...
Sort-First, Distributed Memory Parallel Visualization and Rendering
Bethel, E. Wes; Humphreys, Greg; Paul, Brian; Brederson, J. Dean
2003-07-15
While commodity computing and graphics hardware has increased in capacity and dropped in cost, it is still quite difficult to make effective use of such systems for general-purpose parallel visualization and graphics. We describe the results of a recent project that provides a software infrastructure suitable for general-purpose use by parallel visualization and graphics applications. Our work combines and extends two technologies: Chromium, a stream-oriented framework that implements the OpenGL programming interface; and OpenRM Scene Graph, a pipelined-parallel scene graph interface for graphics data management. Using this combination, we implement a sort-first, distributed memory, parallel volume rendering application. We describe the performance characteristics in terms of bandwidth requirements and highlight key algorithmic considerations needed to implement the sort-first system. We characterize system performance using a distributed memory parallel volume rendering application, a nd present performance gains realized by using scene specific knowledge to accelerate rendering through reduced network bandwidth. The contribution of this work is an exploration of general-purpose, sort-first architecture performance characteristics as applied to distributed memory, commodity hardware, along with a description of the algorithmic support needed to realize parallel, sort-first implementations.
THE WEATHER VISUALIZER, JAVATM , HABANEROTM
Wilhelmson, Robert
13.19 THE WEATHER VISUALIZER, JAVATM , HABANEROTM , AND THE FUTURE Joel Plutchak* , Robert B Urbana-Champaign has developed a web-based visualization tool known as The Weather Visualizer (DAS, 1997 and images.__ Since its debut in 1995, the goals of the various versions of the Weather Visualizer have
Large induced forests in sparse graphs , Dhruv Mubayi
Shamir, Ron
(G) of G. Given a graph G, let NG(v) or simply N(v) denote the set of neighbors of vertex v. For sets
On the Adequacy of Program Dependence Graphs for Representing Programs
Reps, Thomas W.
introduced by Kuck as an intermediate program representation well suited for performing optimizations are strongly equivalent. 1. Introduction Program dependence graphs were introduced by Kuck as an intermediate
Computing the Stretch of an Embedded Graph Sergio Cabello
Cabello, Sergio
. GIG/11/E023. 1 #12;Here, len() denotes the number of edges in and a cycle is a closed walk in a graph
ON THE GAUSS MAP OF MINIMAL GRAPHS Daoud Bshouty, Dept ...
1910-70-82
Technology, 3200 Haifa, Israel, and Allen Weitsman, Dept. of Mathematics, Purdue University, W. Lafayette, IN 47907. Abstract. We consider graphs of solutions ...
Quasiperiodic graphs: structural design, scaling and entropic properties
Bartolo Luque; Fernando J. Ballesteros; Ángel M. Núñez; Alberto Robledo
2012-03-16
A novel class of graphs, here named quasiperiodic, are constructed via application of the Horizontal Visibility algorithm to the time series generated along the quasiperiodic route to chaos. We show how the hierarchy of mode-locked regions represented by the Farey tree is inherited by their associated graphs. We are able to establish, via Renormalization Group (RG) theory, the architecture of the quasiperiodic graphs produced by irrational winding numbers with pure periodic continued fraction. And finally, we demonstrate that the RG fixed-point degree distributions are recovered via optimization of a suitably defined graph entropy.
Stochastic processes on graphs with cycles : geometric and variational approaches
Wainwright, Martin J. (Martin James), 1973-
2002-01-01
Stochastic processes defined on graphs arise in a tremendous variety of fields, including statistical physics, signal processing, computer vision, artificial intelligence, and information theory. The formalism of graphical ...
course web site Note: For all homework assignments, when graphs and plots are
Palmeri, Thomas
PSY318! Week 4 #12;course web site #12;Note: For all homework assignments, when graphs and plots web site is a simple example of some Matlab code for creating line and bar graphs: Graph
The structure of claw-free graphs Maria Chudnovsky and Paul Seymour
Chudnovsky, Maria
The structure of claw-free graphs Maria Chudnovsky and Paul Seymour Abstract A graph is claw a graph G is prismatic if for every triangle T of G, every vertex of G #12;2 M. Chudnovsky & P. Seymour
TextGraphs-5 2010 Workshop on Graph-based Methods
Proceedings of the Workshop 16 July 2010 Uppsala University Uppsala, Sweden #12;Production and Manufacturing-based methods. This workshop is aimed at fostering an exchange of ideas by facilitating a discussion about both-theoretical methods for text processing tasks, this year we invited papers on a special theme "Graph Methods
Graph Transformation and Intuitionistic Linear Logic
Ulidowski, Irek
; } } CISA Â p. #12;L1 L2 x y pt t L3 pt pt nx L1 L2 x y pt t L3 pt pt nx pt nx pt nx l[0] NULLx x y L1 L3L1y x L2 pt pt nx L3 L2 y nxpt pt pointer cell nx pt INITIAL STATE TYPE GRAPH RULE 1 RULE 2 CISA Â p. #12;ILL representation Definitions ptlist(x, l) pt(x, Hd(l)) list(l) list(h#l) nx(h, Hd(l)) list
Spectral properties of magnetic chain graphs
Pavel Exner; Stepan Manko
2015-07-02
We discuss spectral properties of a charged quantum particle confined to a chain graph consisting of an infinite array of rings under influence of a magnetic field assuming a $\\delta$-coupling at the points where the rings touch. We start with the situation when the system has a translational symmetry and analyze spectral consequences of perturbations of various kind, such as a local change of the magnetic field, of the coupling constant, or of a ring circumference. A particular attention is paid to weak perturbations, both local and periodic; for the latter we prove a version of Saxon-Hutner conjecture.
Performance Analysis of the Hierarchical Layer Graph for Wireless Networks
Schindelhauer, Christian
a distributed, localized and resource-efficient algorithm for constructing the HL graph. We have implemented introduced and analyzed by Meyer auf der Heide et al. 2004. This graph can be used as a topology for wireless networks with variable trans- mission ranges. In this paper we present a distributed, localized
SPATIAL POINT PROCESSES AND GRAPH BASED STATISTICAL FEATURES
Jyväskylä, University of
2010 2000 Mathematics Subject Classification. 60G55, 62-07, 62M30. ISSN 1457-9235 #12;SPATIAL POINT Classification. 60G55, 62-07, 62M30. 1 #12;Spatial point processes and graph based statistical features Tuomas library has been developed for the computation of the graph-based summaries. Keywords: Spatial point
On the concurrent semantics of Algebraic Graph Grammars #
Baldan, Paolo
â??a di Pisa, Italy baldan@dsi.unive.it andrea@di.unipi.it Abstract. Graph grammars are a powerful model. These semantics have served as basis for the development of a variety of modelling and verification techniques graph transformation systems as an alternative model of concurrency, extending Petri nets. The basic
Generalized Graph Products for Network Design and Analysis
Roughan, Matthew
Generalized Graph Products for Network Design and Analysis Eric Parsonage, Hung X. Nguyen, Rhys--Network design, as it is currently practiced, involves putting devices together to create a network. However as a whole object. In this paper we develop generalized graph products that allow the mathematical design
The Generic Graph Component Library Dr. Dobb's Journal September 2000
Lumsdaine, Andrew
by Jeremy G. Siek and Andrew Lumsdaine). The most important aspect of designing the library was to defineThe Generic Graph Component Library Dr. Dobb's Journal September 2000 Generic programming for graph.nd.edu, and lumsg@lsc.nd.edu, respectively. The Standard Template Library has established a solid foundation
Rapidly mixing Markov chains for dismantleable constraint graphs
Dyer, Martin
Rapidly mixing Markov chains for dismantleable constraint graphs Martin Dyer Mark Jerrum Eric adjacency. Brightwell and Winkler introduced the notion of dismantleable constraint graph to characterize proportional to vVG ((v)). We prove, for each dismantleable H, that there exist positive constant fugacities
Statistical Inference on Graphs Gerard BIAU # and Kevin BLEAKLEY
Biau, GÃ©rard
to reconstruct networks have been proposed and tested so far, ranging from Bayesian or Petri networks applications including communication networks and systems biology, we propose a general model for studying deals with problems that have a graph (or network) structure. In this context an (undirected) graph
SGor: Trust graph based onion routing Peng Zhou a,
Ives, Zachary G.
routers pose a serious threat to existing onion routing networks (e.g., the Tor network [14]). To thwartSGor: Trust graph based onion routing Peng Zhou a, , Xiapu Luo a , Ang Chen b,1 , Rocky K.C. Chang August 2013 Available online 24 August 2013 Keywords: Trust graph Anonymity Onion routing a b s t r a c
Graph Ramsey Theory and the Polynomial Hierarchy Marcus Schaefer
Schaefer, Marcus
Graph Ramsey Theory and the Polynomial Hierarchy Marcus Schaefer School of CTI DePaul University In the Ramsey theory of graphs F # (G, H) means that for every way of coloring the edges of F red and blue F, a priori, that such a number even exists. Frank Ramsey [Ram30, GRS90] showed in 1930 that the number
Planar Ramsey Numbers for Small Graphs Andrzej Dudek
RuciÃ±ski, Andrzej
Planar Ramsey Numbers for Small Graphs Andrzej Dudek Department of Mathematics and Computer Science Adam Mickiewicz University PoznaÂ´n, Poland Abstract Given two graphs G1 and G2, the planar Ramsey a copy of G1 or its complement contains a copy of G2. So far, the planar Ramsey numbers have been deter
Querying RDF Data from a Graph Database Perspective
Baeza-Yates, Ricardo
}@dcc.uchile.cl Agenda · Motivations, Problem and Proposal · Database Models · Graph Database Models · RDF as data model of data model with inherent graph structure. · Database models and query languages should support its that a query language for RDF should provide. Database Models Data structures Operators and Query Language
Priority Algorithms for Graph Optimization Problems Allan Borodin
Larsen, Kim Skak
Priority Algorithms for Graph Optimization Problems Allan Borodin University of Toronto bor of priority or "greedy-like" algorithms as initiated in [10] and as extended to graph theoretic problems, there are several natural input formulations for a given problem and we show that priority algorithm bounds
Critical behavior in inhomogeneous random graphs Remco van der Hofstad
Hofstad, Remco van der
Critical behavior in inhomogeneous random graphs Remco van der Hofstad June 10, 2010 Abstract We study the critical behavior of inhomogeneous random graphs where edges are present independently but with unequal edge occupation probabilities. The edge probabilities are moderated by vertex weights
Generating Fast Code from Concurrent Program Dependence Graphs
such synchronous concurrent specifications. Starting from a concurrent program dependence graph generated fromGenerating Fast Code from Concurrent Program Dependence Graphs Jia Zeng Cristian Soviani Stephen A, this approach can be unpredictable and difficult to debug. Synchronous concurrency, in which a sys- tem marches
Grid Intersection Graphs and Order Dimension Steven Chaplick
Felsner, Stefan
in Figure 2. A grid intersection graph (GIG) is an intersection graph of horizontal and vertical segments intersects, some authors prefer to call this class pure-GIG. If G admits a grid Supported by ESF Euro Structures' (GRK 1408) 1 #12;bipartite permutation Stick 3-DORG UGIGStabGIG GIG 4-DORG SegRay 2-DORG Bip
GRAPH THEORETIC APPROACHES TO INJECTIVITY IN CHEMICAL REACTION SYSTEMS
Craciun, Gheorghe
GRAPH THEORETIC APPROACHES TO INJECTIVITY IN CHEMICAL REACTION SYSTEMS MURAD BANAJI AND GHEORGHE algebraic and graph theoretic conditions for injectivity of chemical reaction systems. After developing the possibility of multiple equilibria in the systems in question. Key words. Chemical reactions; Injectivity; SR
The Parallel BGL: A Generic Library for Distributed Graph Computations
Lumsdaine, Andrew
] and written in a style similar to the C++ Standard Template Library (STL) [38, 46], 1 #12;data types providedThe Parallel BGL: A Generic Library for Distributed Graph Computations Douglas Gregor and Andrew,lums}@osl.iu.edu Abstract This paper presents the Parallel BGL, a generic C++ library for distributed graph computation
An Experimental Comparison of Pregel-like Graph Processing Systems
Daudjee, Khuzaima
Attribution- NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this li- cense, visit http://creativecommons.org/licenses/by-nc Apache Hama [2], Apache Giraph [1], Catch the Wind (CatchW) [34], GPS [32], GraphLab [28] (which now incorporates PowerGraph [18]), and Mizan [23]. The relative performance characteristics of such systems
Linear-Time Algorithms for Proportional Contact Graph Representations
Kobourov, Stephen G.
Linear-Time Algorithms for Proportional Contact Graph Representations Technical Report CS-2011. In a proportional contact representation of a planar graph, each vertex is represented by a simple polygon with area proportional to a given weight, and edges are represented by adjacencies between the corresponding pairs
On global offensive k-alliances in graphs
Bermudo, Sergio; Sigarreta, Jose M; Yero, Ismael G
2008-01-01
We investigate the relationship between global offensive $k$-alliances and some characteristic sets of a graph including $r$-dependent sets and $\\tau$-dominating sets. As a consequence of the study, we obtain bounds on the global offensive $k$-alliance number in terms of several parameters of the graph.
Scalability Analysis of Partitioning Strategies for Finite Element Graphs. \\Lambda
Kumar, Vipin
Scalability Analysis of Partitioning Strategies for Finite Element Graphs. \\Lambda Grama Y. Ananth Y. Grama ananth@cs:umn:edu Abstract Issues of partitioning Finite Element Graphs are central for implementing the Finite Element Method (FEM). Parallel formulations of finite element techniques require
Bicyclic graphs with exactly two main signless Laplacian eigenvalues
Huang, He
2012-01-01
A signless Laplacian eigenvalue of a graph $G$ is called a main signless Laplacian eigenvalue if it has an eigenvector the sum of whose entries is not equal to zero. In this paper, all connected bicyclic graphs with exactly two main eigenvalues are determined.
Universal random semi-directed graphs Anthony Bonato
Bonato, Anthony
, are of smaller order than the order of the graph). For example, power laws and the small world prop- erty have. Abstract Motivated by models for real-world networks such as the web graph, we consider digraphs formed by adding new vertices joined to a fixed constant m number of existing vertices of prescribed type. We
Statistical Selection of Congruent Subspaces for Mining Attributed Graphs
Antwerpen, Universiteit
Statistical Selection of Congruent Subspaces for Mining Attributed Graphs Patricia Iglesias S (KIT), Germany University of Antwerp, Belgium {patricia.iglesias, emmanuel.mueller, fabian.laforet, fabian.keller, klemens.boehm}@kit.edu Abstract--Current mining algorithms for attributed graphs exploit
Unicyclic graphs with large energy Eric Ould Dadah Andriantiana 1
Wagner, Stephan
Unicyclic graphs with large energy Eric Ould Dadah Andriantiana 1 and Stephan Wagner 2 Department Abstract We study the energy (i.e., the sum of the absolute values of all eigenvalues) of so- called on the largest and second-largest energy of a unicyclic graph due to Caporossi, Cvetkovi´c, Gutman and Hansen
Gillen, David S.
2014-08-07
Analysis activities for Nonproliferation and Arms Control verification require the use of many types of data. Tabular structured data, such as Excel spreadsheets and relational databases, have traditionally been used for data mining activities, where specific queries are issued against data to look for matching results. The application of visual analytics tools to structured data enables further exploration of datasets to promote discovery of previously unknown results. This paper discusses the application of a specific visual analytics tool to datasets related to the field of Arms Control and Nonproliferation to promote the use of visual analytics more broadly in this domain. Visual analytics focuses on analytical reasoning facilitated by interactive visual interfaces (Wong and Thomas 2004). It promotes exploratory analysis of data, and complements data mining technologies where known patterns can be mined for. Also with a human in the loop, they can bring in domain knowledge and subject matter expertise. Visual analytics has not widely been applied to this domain. In this paper, we will focus on one type of data: structured data, and show the results of applying a specific visual analytics tool to answer questions in the Arms Control and Nonproliferation domain. We chose to use the T.Rex tool, a visual analytics tool developed at PNNL, which uses a variety of visual exploration patterns to discover relationships in structured datasets, including a facet view, graph view, matrix view, and timeline view. The facet view enables discovery of relationships between categorical information, such as countries and locations. The graph tool visualizes node-link relationship patterns, such as the flow of materials being shipped between parties. The matrix visualization shows highly correlated categories of information. The timeline view shows temporal patterns in data. In this paper, we will use T.Rex with two different datasets to demonstrate how interactive exploration of the data can aid an analyst with arms control and nonproliferation verification activities. Using a dataset from PIERS (PIERS 2014), we will show how container shipment imports and exports can aid an analyst in understanding the shipping patterns between two countries. We will also use T.Rex to examine a collection of research publications from the IAEA International Nuclear Information System (IAEA 2014) to discover collaborations of concern. We hope this paper will encourage the use of visual analytics structured data analytics in the field of nonproliferation and arms control verification. Our paper outlines some of the challenges that exist before broad adoption of these kinds of tools can occur and offers next steps to overcome these challenges.
Noisy entanglement evolution for graph states
L. Aolita; D. Cavalcanti; R. Chaves; C. Dhara; L. Davidovich; A. Acin
2011-03-29
A general method for the study of the entanglement evolution of graph states under the action of Pauli was recently proposed in [Cavalcanti, et al., Phys. Rev. Lett. 103, 030502 (2009)]. This method is based on lower and upper bounds on the entanglement of the entire state as a function only of the state of a considerably-smaller subsystem, which undergoes an effective noise process. This provides a huge simplification on the size of the matrices involved in the calculation of entanglement in these systems. In the present paper we elaborate on this method in details and generalize it to other natural situations not described by Pauli maps. Specifically, for Pauli maps we introduce an explicit formula for the characterization of the resulting effective noise. Beyond Pauli maps, we show that the same ideas can be applied to the case of thermal reservoirs at arbitrary temperature. In the latter case, we discuss how to optimize the bounds as a function of the noise strength. We illustrate our ideas with explicit exemplary results for several different graphs and particular decoherence processes. The limitations of the method are also discussed.
Adiabatic graph-state quantum computation
Bobby Antonio; Damian Markham; Janet Anders
2014-12-19
Measurement-based quantum computation (MBQC) and holonomic quantum computation (HQC) are two very different computational methods. The computation in MBQC is driven by adaptive measurements executed in a particular order on a large entangled state. In contrast in HQC the system starts in the ground subspace of a Hamiltonian which is slowly changed such that a transformation occurs within the subspace. Following the approach of Bacon and Flammia, we show that any measurement-based quantum computation on a graph state with \\emph{gflow} can be converted into an adiabatically driven holonomic computation, which we call \\emph{adiabatic graph-state quantum computation} (AGQC). We then investigate how properties of AGQC relate to the properties of MBQC, such as computational depth. We identify a trade-off that can be made between the number of adiabatic steps in AGQC and the norm of $\\dot{H}$ as well as the degree of $H$, in analogy to the trade-off between the number of measurements and classical post-processing seen in MBQC. Finally the effects of performing AGQC with orderings that differ from standard MBQC are investigated.
International energy indicators. [Statistical tables and graphs
Bauer, E.K. (ed.)
1980-05-01
International statistical tables and graphs are given for the following: (1) Iran - Crude Oil Capacity, Production and Shut-in, June 1974-April 1980; (2) Saudi Arabia - Crude Oil Capacity, Production, and Shut-in, March 1974-Apr 1980; (3) OPEC (Ex-Iran and Saudi Arabia) - Capacity, Production and Shut-in, June 1974-March 1980; (4) Non-OPEC Free World and US Production of Crude Oil, January 1973-February 1980; (5) Oil Stocks - Free World, US, Japan, and Europe (Landed, 1973-1st Quarter, 1980); (6) Petroleum Consumption by Industrial Countries, January 1973-December 1979; (7) USSR Crude Oil Production and Exports, January 1974-April 1980; and (8) Free World and US Nuclear Generation Capacity, January 1973-March 1980. Similar statistical tables and graphs included for the United States include: (1) Imports of Crude Oil and Products, January 1973-April 1980; (2) Landed Cost of Saudi Oil in Current and 1974 Dollars, April 1974-January 1980; (3) US Trade in Coal, January 1973-March 1980; (4) Summary of US Merchandise Trade, 1976-March 1980; and (5) US Energy/GNP Ratio, 1947 to 1979.
Component evolution in general random intersection graphs
Bradonjic, Milan [Los Alamos National Laboratory; Hagberg, Aric [Los Alamos National Laboratory; Hengartner, Nick [Los Alamos National Laboratory; Percus, Allon G [CLAREMONT GRADUATE UNIV.
2010-01-01
We analyze component evolution in general random intersection graphs (RIGs) and give conditions on existence and uniqueness of the giant component. Our techniques generalize the existing methods for analysis on component evolution in RIGs. That is, we analyze survival and extinction properties of a dependent, inhomogeneous Galton-Watson branching process on general RIGs. Our analysis relies on bounding the branching processes and inherits the fundamental concepts from the study on component evolution in Erdos-Renyi graphs. The main challenge becomes from the underlying structure of RIGs, when the number of offsprings follows a binomial distribution with a different number of nodes and different rate at each step during the evolution. RIGs can be interpreted as a model for large randomly formed non-metric data sets. Besides the mathematical analysis on component evolution, which we provide in this work, we perceive RIGs as an important random structure which has already found applications in social networks, epidemic networks, blog readership, or wireless sensor networks.
InProv: Visualizing Provenance Graphs with Radial Layouts and Time-Based Hierarchical Grouping
A thesis presented by Madelaine D. Boyd To Computer Science in partial fulfillment of the honors 30 5 Iterative Design and Qualitative Feedback 33 5.1 Features of Initial Prototype and UI Changes . . . . . . . . . . . . . . . . . . . . . . . . . 41 6 Final Design 42 7 Quantitative
Cinematic Scientific Visualizations
Litaker, Kendall R
2013-05-21
is applied to the test cases of a nebula, star-forming region Sharpless 2-106, and a galaxy, Messier 51, or the Whirlpool Galaxy. The results of this thesis demonstrate the visual, scientific, and technical success of this solution. The code developed during...
HOGgles: Visualizing Object Detection Features
Vondrick, Carl Martin
We introduce algorithms to visualize feature spaces used by object detectors. The tools in this paper allow a human to put on 'HOG goggles' and perceive the visual world as a HOG based object detector sees it. We found ...
Energy Models for Drawing Signed Graphs Anne-Marie Kermarrec and Afshin Moin
Paris-Sud XI, Université de
by proposing a dual energy model for graphs containing uniquely negative edges, and combining it linearly
A characterization of K2,4-minor-free graphs M. N. Ellingham1
Ellingham, Mark
A characterization of K2,4-minor-free graphs M. N. Ellingham1 Emily A. Marshall1,2 Department structural characterization of K2,4-minor-free graphs. The 3-connected K2,4- minor-free graphs consist many forbidden minors. So characterizations of graphs without one or two specific minors form natural
The Generic Graph Component Library LieQuan Lee Jeremy G. Siek Andrew Lumsdaine
Lumsdaine, Andrew
The Generic Graph Component Library LieQuan Lee Jeremy G. Siek Andrew Lumsdaine Laboratory In this paper we present the Generic Graph Component Library (GGCL), a generic programming framework for graph data struc tures and graph algorithms. Following the theme of the Standard Template Library (STL
2-Source Dispersers for no(1) Entropy, and Ramsey Graphs Beating
Shaltiel, Ronen
2-Source Dispersers for no(1) Entropy, and Ramsey Graphs Beating the Frankl-Wilson Construction of a bipartite graph, this gives an explicit construction of a bipartite K-Ramsey graph of 2N vertices [BKS+ 05]. As a corollary, we get a construction of a 22log1-0 n (non bipartite) Ramsey graph of 2n
West, Douglas B.
OnÂline Ramsey Theory for Bounded Degree Graphs Jane Butterfield, Tracy Grauman, William B. Abstract When graph Ramsey theory is viewed as a game, ``Painter'' 2Âcolors the edges of a graph presentedÂline degree Ramsey number Å¡ R# (G) is the least k such that Builder wins (G, H) when H is the class of graphs
West, Douglas B.
On-line Ramsey Theory for Bounded Degree Graphs Jane Butterfield, Tracy Grauman, William B When graph Ramsey theory is viewed as a game, "Painter" 2-colors the edges of a graph presented-line degree Ramsey number Â°R(G) is the least k such that Builder wins (G, H) when H is the class of graphs
Constructing Ramsey graphs from small probability spaces IBM Almaden Research Center
Naor, Moni
Constructing Ramsey graphs from small probability spaces Moni Naor IBM Almaden Research Center 650 Harry Road SanÂJose CA 95120 naor@almaden.ibm.com Abstract The problem of explicitly constructing Ramsey of all graphs in a distribution that is known to have mostly Ramsey graphs. Keywords: Ramsey Graphs
Constructing Ramsey graphs from small probability spaces IBM Almaden Research Center
Naor, Moni
Constructing Ramsey graphs from small probability spaces Moni Naor IBM Almaden Research Center 650 Harry Road San-Jose CA 95120 naor@almaden.ibm.com Abstract The problem of explicitly constructing Ramsey of all graphs in a distribution that is known to have mostly Ramsey graphs. Keywords: Ramsey Graphs
A Graph-Based Data Model and its Ramifications Mark Levene and George Loizou
Levene, Mark
A Graph-Based Data Model and its Ramifications Mark Levene and George Loizou Abstract- Currently candidate for for- malising hypertext. We then compare it with other graph-based data models and with set-based as a paradigm for graph-based data modelling, we show how to bridge the gap between graph-based and set-based
The Incidence Hopf Algebra of Graphs
Humpert, Brandon; Martin, Jeremy L.
2012-05-03
), unit u(1) = K 0 , comultiplication ?(G) = ? T?V (G) G|T ?G|T , and counit #3;(G) = { 1 if n(G) = 0, 0 if n(G) > 0. The graph algebra is commutative and cocommutative; in particular, its character group X(G) is abelian. As proved by Schmitt [Sch94, (12.1...) counts the number of k-colorings of G such that every color-induced subgraph is H-free. As an extreme example, if G = H , then P?G(G; k) = k n(G) ? k, because the non-G-free colorings are precisely those using only one color. If H = Km,1, then Pm(G; k...
Bicyclic graphs with maximal revised Szeged index
Li, Xueliang
2011-01-01
The revised Szeged index $Sz^*(G)$ is defined as $Sz^*(G)=\\sum_{e=uv \\in E}(n_u(e)+ n_0(e)/2)(n_v(e)+ n_0(e)/2),$ where $n_u(e)$ and $n_v(e)$ are, respectively, the number of vertices of $G$ lying closer to vertex $u$ than to vertex $v$ and the number of vertices of $G$ lying closer to vertex $v$ than to vertex $u$, and $n_0(e)$ is the number of vertices equidistant to $u$ and $v$. Hansen used the AutoGraphiX and made the following conjecture about the revised Szeged index for a connected bicyclic graph $G$ of order $n \\geq 6$:
Attention and the Indeterminacy of Visual Experience
Stazicker, James David
2011-01-01
Early in post-retinal visual processing, information aboutEarly in post-retinal visual processing, information about
The normalized Laplacian spectrum of subdivisions of a graph
Pinchen Xie; Zhongzhi Zhang; Francesc Comellas
2015-10-07
Determining and analyzing the spectra of graphs is an important and exciting research topic in theoretical computer science. The eigenvalues of the normalized Laplacian of a graph provide information on its structural properties and also on some relevant dynamical aspects, in particular those related to random walks. In this paper, we give the spectra of the normalized Laplacian of iterated subdivisions of simple connected graphs. As an example of application of these results we find the exact values of their multiplicative degree-Kirchhoff index, Kemeny's constant and number of spanning trees.
Litke, Alan (UC Santa Cruz) [UC Santa Cruz
2006-03-27
The back of the eye is lined by an extraordinary biological pixel detector, the retina. This neural network is able to extract vital information about the external visual world, and transmit this information in a timely manner to the brain. In this talk, Professor Litke will describe a system that has been implemented to study how the retina processes and encodes dynamic visual images. Based on techniques and expertise acquired in the development of silicon microstrip detectors for high energy physics experiments, this system can simultaneously record the extracellular electrical activity of hundreds of retinal output neurons. After presenting first results obtained with this system, Professor Litke will describe additional applications of this incredible technology.
Probabilistic Flooding for Efficient Information Dissemination in Random Graph
Stavrakakis, Ioannis
Probabilistic Flooding for Efficient Information Dissemination in Random Graph Topologies 1 & Telecommunications, Athens, Greece Abstract Probabilistic flooding has been frequently considered as a suitable) flooding approaches that are used to disseminate globally information in unstructured peer
Cell-Graph Mining for Breast Tissue Modelling and Classification
Bystroff, Chris
metrics for tissue characteriza- tion and classification. We segmented the digital images of histopaCell-Graph Mining for Breast Tissue Modelling and Classification C.C¸ agatay Bilgin a, C¸ igdem
Support graph preconditioning for elliptic finite element problems
Wang, Meiqiu
2009-05-15
A relatively new preconditioning technique called support graph preconditioning has many merits over the traditional incomplete factorization based methods. A major limitation of this technique is that it is applicable to ...
Technology Portfolio Planning by Weighted Graph Analysis of System Architectures
de Weck, Olivier L.
Technology Portfolio Planning by Weighted Graph Analysis of System Architectures Peter Davison architecture selection and technology investment decisions will constrain the system to certain regions architectures, with a view to enabling robustness to technology portfolio realization and later architectural
Scalable Parallel Algorithms for Massive Scale-free Graphs
Pearce, Roger Allan
2013-12-05
Efficiently storing and processing massive graph data sets is a challenging problem as researchers seek to leverage “Big Data” to answer next-generation scientific questions. New techniques are required to process large ...
On Graphs that are not PCGs Stephane Durocher1
Durocher, Stephane
the graph classes that arise from using the intervals [0, dmax] (LPG) and [dmin, ] (mLPG). They proved LPG, mLPG and PCG are similar to the leaf powers and their variants, which have been extensively
Quantum Graphs: Applications to Quantum Chaos and Universal Spectral Statistics
Sven Gnutzmann; Uzy Smilansky
2006-12-15
During the last years quantum graphs have become a paradigm of quantum chaos with applications from spectral statistics to chaotic scattering and wave function statistics. In the first part of this review we give a detailed introduction to the spectral theory of quantum graphs and discuss exact trace formulae for the spectrum and the quantum-to-classical correspondence. The second part of this review is devoted to the spectral statistics of quantum graphs as an application to quantum chaos. Especially, we summarise recent developments on the spectral statistics of generic large quantum graphs based on two approaches: the periodic-orbit approach and the supersymmetry approach. The latter provides a condition and a proof for universal spectral statistics as predicted by random-matrix theory.
Generalized Domination in Graphs with Applications in Wireless Networks
Sung, Je Sang
2013-12-10
The objective of this research is to study practical generalization of domination in graphs and explore the theoretical and computational aspects of models arising in the design of wireless networks. For the construction of a virtual backbone of a...
Spectral problems of optical waveguides and quantum graphs
Ong, Beng Seong
2006-10-30
In this dissertation, we consider some spectral problems of optical waveguide and quantum graph theories. We study spectral problems that arise when considerating optical waveguides in photonic band-gap (PBG) materials. Specifically, we address...
Graph Coloring on a Coarse Grained Multiprocessor (extended abstract)
Gebremedhin, Assefaw Hadish
Graph Coloring on a Coarse Grained Multiprocessor (extended abstract) Assefaw Hadish Gebremedhin1 Allwright et al. (1995). However, in a recent result, Gebremedhin and Manne (1999a, 1999b) present
Speeding up Parallel Graph Coloring Assefaw H. Gebremedhin1,
Manne, Fredrik
Speeding up Parallel Graph Coloring Assefaw H. Gebremedhin1, , Fredrik Manne2 , and Tom Woods2 1. Gebremedhin, Fredrik Manne, and Tom Woods However, in practice greedy sequential coloring heuristics have been
SEMANTICS OF PROGRAM REPRESENTATION GRAPHS G. RAMALINGAM and THOMAS REPS
Reps, Thomas W.
dependence graphs (PDGs) [Kuck81, Ferr87, Horw89]. They have also been used in a new algorithm for merging representation in various appli cations such as vectorization, parallelization [Kuck81], and merging program
Bond graph models of electromechanical systems. The AC generator case
Batlle, Carles
Bond graph models of electromechanical systems. The AC generator case Carles Batlle Department. After reviewing electromechanical energy conversion and torque gener- ation, the core element present in any electromechanical system is introduced, and the corresponding electrical and mechanical ports
Parallel Algorithms for Graph Optimization using Tree Decompositions
Sullivan, Blair D; Weerapurage, Dinesh P; Groer, Christopher S
2012-06-01
Although many $\\cal{NP}$-hard graph optimization problems can be solved in polynomial time on graphs of bounded tree-width, the adoption of these techniques into mainstream scientific computation has been limited due to the high memory requirements of the necessary dynamic programming tables and excessive runtimes of sequential implementations. This work addresses both challenges by proposing a set of new parallel algorithms for all steps of a tree decomposition-based approach to solve the maximum weighted independent set problem. A hybrid OpenMP/MPI implementation includes a highly scalable parallel dynamic programming algorithm leveraging the MADNESS task-based runtime, and computational results demonstrate scaling. This work enables a significant expansion of the scale of graphs on which exact solutions to maximum weighted independent set can be obtained, and forms a framework for solving additional graph optimization problems with similar techniques.
Computing the stability number of a graph via semidefinite and ...
2006-04-27
then the vertices of G can be numbered so that E(G8) ? E(G ). Thus G8 is the smallest graph G such that ?(1)(G) > ?(G) = 3. We can extend the above reasoning ...
APPROXIMATING SPECTRAL INVARIANTS OF HARPER OPERATORS ON GRAPHS II
Schick, Thomas
APPROXIMATING SPECTRAL INVARIANTS OF HARPER OPERATORS ON GRAPHS II VARGHESE MATHAI, THOMAS SCHICK;2 VARGHESE MATHAI, THOMAS SCHICK, AND STUART YATES subset E+ of these edges in which each combinatorial edge
Efficient graphlet kernels for large graph comparison Nino Shervashidze
Mehlhorn, Kurt
Efficient graphlet kernels for large graph comparison Nino Shervashidze MPI for Biological such as gSpan (Yan & Han, 2003) have been developed for this task, which use el- egant data structures
Automated Inclusive Design Heuristics Generation with Graph Mining
Sangelkar, Shraddha Chandrakant
2013-08-01
from existing inclusive products. Formalization results show that, the rate of rule generation decreases as more products are added to the dataset. The automated method is particularly helpful in the developmental stages of graph mining applications...
Local computation algorithms for graphs of non-constant degrees
Yodpinyanee, Anak
2014-01-01
In the model of local computation algorithms (LCAs), we aim to compute the queried part of the output by examining only a small (sublinear) portion of the input. Many recently developed LCAs on graph problems achieve time ...
Predictive Mutual Cuts in Graphs: Learning in Bioinformatics
. De Moor K.U. Leuven, ESAT, SCD/SISTA, Kasteelpark Arenberg 10, B-3001, Leuven, Belgium Recent work (mutual graph cuts). Specifically, the problem of mining for correspondances between mi- croarray
A note on light geometric graphs Eyal Ackerman
Fox, Jacob
A note on light geometric graphs Eyal Ackerman Jacob Fox Rom Pinchasi March 19, 2012 Abstract Let G be a geometric graph on n vertices in general position in the plane. We say that G is k-light if no edge e of G than k edges of G. We extend the previous result in [1] and with a shorter argument show that every k-light
Zirbel, Craig L.
Copying Maple graphs into Word Once you create a graph with Maple, you can copy and paste it into Word pretty easily. However, you might be unhappy with the result, if it looks like this: This image to get the image into Word in a better way. Below are two Maple graphs. On a Macintosh, you can click
Noisy entanglement evolution for graph states
Aolita, L; Chaves, R; Dhara, C; Davidovich, L; Acin, A
2010-01-01
A general method for the study of the entanglement evolution of graph states under the action of Pauli was recently proposed in [Cavalcanti, et al., Phys. Rev. Lett. 103, 030502 (2009)]. This method is based on lower and upper bounds on the entanglement of the entire state as a function only of the state of a considerably-smaller subsystem, which undergoes an effective noise process. This provides a huge simplification on the size of the matrices involved in the calculation of entanglement in these systems. In the present paper we elaborate on this method in details and generalize it to other natural situations not described by Pauli maps. Specifically, for Pauli maps we introduce an explicit formula for the characterization of the resulting effective noise. Beyond Pauli maps, we show that the same ideas can be applied to the case of thermal reservoirs at arbitrary temperature. In the latter case, we discuss how to optimize the bounds as a function of the noise strength. We illustrate our ideas with explicit ...
Quantum Vacuum Energy in Graphs and Billiards
L. Kaplan
2011-01-03
The vacuum (Casimir) energy in quantum field theory is a problem relevant both to new nanotechnology devices and to dark energy in cosmology. The crucial question is the dependence of the energy on the system geometry under study. Despite much progress since the first prediction of the Casimir effect in 1948 and its subsequent experimental verification in simple geometries, even the sign of the force in nontrivial situations is still a matter of controversy. Mathematically, vacuum energy fits squarely into the spectral theory of second-order self-adjoint elliptic linear differential operators. Specifically, one promising approach is based on the small-t asymptotics of the cylinder kernel e^(-t sqrt(H)), where H is the self-adjoint operator under study. In contrast with the well-studied heat kernel e^(-tH), the cylinder kernel depends in a non-local way on the geometry of the problem. We discuss some results by the Louisiana-Oklahoma-Texas collaboration on vacuum energy in model systems, including quantum graphs and two-dimensional cavities. The results may shed light on general questions, including the relationship between vacuum energy and periodic or closed classical orbits, and the contribution to vacuum energy of boundaries, edges, and corners.
Alliance free sets in Cartesian product graphs
Yero, Ismael G; Bermudo, Sergio
2011-01-01
Let $G=(V,E)$ be a graph. For a non-empty subset of vertices $S\\subseteq V$, and vertex $v\\in V$, let $\\delta_S(v)=|\\{u\\in S:uv\\in E\\}|$ denote the cardinality of the set of neighbors of $v$ in $S$, and let $\\bar{S}=V-S$. Consider the following condition: {equation}\\label{alliancecondition} \\delta_S(v)\\ge \\delta_{\\bar{S}}(v)+k, \\{equation} which states that a vertex $v$ has at least $k$ more neighbors in $S$ than it has in $\\bar{S}$. A set $S\\subseteq V$ that satisfies Condition (\\ref{alliancecondition}) for every vertex $v \\in S$ is called a \\emph{defensive} $k$-\\emph{alliance}; for every vertex $v$ in the neighborhood of $S$ is called an \\emph{offensive} $k$-\\emph{alliance}. A subset of vertices $S\\subseteq V$, is a \\emph{powerful} $k$-\\emph{alliance} if it is both a defensive $k$-alliance and an offensive $(k +2)$-alliance. Moreover, a subset $X\\subset V$ is a defensive (an offensive or a powerful) $k$-alliance free set if $X$ does not contain any defensive (offensive or powerful, respectively) $k$-allianc...
Nonlinear Dimensionality Reduction for Visualization
Verleysen, Michel
://perso.uclouvain.be/michel.verleysen/ 2 IREC, Universit´e catholique de Louvain, Belgium john.lee@uclouvain.be Abstract. The visual
Scientific Visualization, Seeing the Unseeable
LBNL
2009-09-01
June 24, 2008 Berkeley Lab lecture: Scientific visualization transforms abstract data into readily comprehensible images, provide a vehicle for "seeing the unseeable," and play a central role in bo... June 24, 2008 Berkeley Lab lecture: Scientific visualization transforms abstract data into readily comprehensible images, provide a vehicle for "seeing the unseeable," and play a central role in both experimental and computational sciences. Wes Bethel, who heads the Scientific Visualization Group in the Computational Research Division, presents an overview of visualization and computer graphics, current research challenges, and future directions for the field.
Perception and Attention for Visualization
Haroz, Steve
2013-01-01
right halves of the regions of the visual field. This information,information (which news category is most prevalent? ). ).On the right
Knowledge Assisted Visualization Knowledge-assisted visualization of seismic data
for knowledge-assisted annotation and computer-assisted interpretation of seismic data for oil and gas, using seismic interpretation, is performed that makes it fit very naturally into the paradigmKnowledge Assisted Visualization Knowledge-assisted visualization of seismic data Daniel Patel a
Interacting with Microseismic Visualizations Microseismic visualization systems present complex 3D
Greenberg, Saul
Interacting with Microseismic Visualizations Abstract Microseismic visualization systems present that information. Author Keywords 3D microseismic visualizations; proxemic interactions ACM Classification Keywords, S., Brazil, E., Sharlin, E. and Sousa, M. (2013) Interacting with Microseismic Visualizations
Evaluation of a Vehicle Visualization
Kameda, Yoshinari
, "Ergonomic Design and Evaluation of Augmented Reality Based Cautionary Warnings for Driving Assistance *1 *2 *2 *2 *1 *2 CG Evaluation of a Vehicle Visualization In this paper, we report an evaluation of the visualization method that displays a hidden vehicle
Green's function approach for quantum graphs: an overview
Fabiano M. Andrade; Alexandre G. M. Schmidt; Eduardo Vicentini; Bin K. Cheng; Marcos G. E. da Luz
2016-01-05
Here we review the many interesting aspects and distinct phenomena associated to quantum dynamics on general graph structures. For so, we discuss such class of systems under the energy domain Green's function ($G$) framework. Such approach is particularly interesting because $G$ can be written as a sum over classical-like paths, where local quantum effects are taking into account through the scattering matrix amplitudes (basically, transmission and reflection coefficients) defined on each one of the graph vertices. So, the {\\em exact} $G$ has the functional form of a generalized semiclassical formula, which through different calculation techniques (addressed in details here) always can be cast into a closed analytic expression. This allows to solve exactly arbitrary large (although finite) graphs in a recursive and fast way. Using the Green's function method, we survey many properties for open and closed quantum graphs, like scattering solutions for the former and eigenspectrum and eigenstates for the latter, also addressing quasi-bound states. Concrete examples, like cube, binary trees and Sierpi\\'nski-like, topologies are considered. Along the work, possible distinct applications using the Green's function methods for quantum graphs are outlined.
Visualization of domain and concept descriptions
Mladenic, Dunja
coordinates method which was previously used for visualizing mul- tidimensional geometry. Visualization of examples and rules with the parallel coordinates method enables the analysis, an early approach to data visualization was by using a sim* *ple table representation of examples
Zhao, Jun; Gligor, Virgil
2015-01-01
Random intersection graphs have received much interest and been used in diverse applications. They are naturally induced in modeling secure sensor networks under random key predistribution schemes, as well as in modeling the topologies of social networks including common-interest networks, collaboration networks, and actor networks. Simply put, a random intersection graph is constructed by assigning each node a set of items in some random manner and then putting an edge between any two nodes that share a certain number of items. Broadly speaking, our work is about analyzing random intersection graphs, and models generated by composing it with other random graph models including random geometric graphs and Erd\\H{o}s-R\\'enyi graphs. These compositional models are introduced to capture the characteristics of various complex natural or man-made networks more accurately than the existing models in the literature. For random intersection graphs and their compositions with other random graphs, we study properties su...
Regular graphs maximize the variability of random neural networks
Gilles Wainrib; Mathieu Galtier
2014-12-17
In this work we study the dynamics of systems composed of numerous interacting elements interconnected through a random weighted directed graph, such as models of random neural networks. We develop an original theoretical approach based on a combination of a classical mean-field theory originally developed in the context of dynamical spin-glass models, and the heterogeneous mean-field theory developed to study epidemic propagation on graphs. Our main result is that, surprisingly, increasing the variance of the in-degree distribution does not result in a more variable dynamical behavior, but on the contrary that the most variable behaviors are obtained in the regular graph setting. We further study how the dynamical complexity of the attractors is influenced by the statistical properties of the in-degree distribution.
An improved spectral graph partitioning algorithm for mapping parallel computations
Hendrickson, B.; Leland, R.
1992-09-01
Efficient use of a distributed memory parallel computer requires that the computational load be balanced across processors in a way that minimizes interprocessor communication. We present a new domain mapping algorithm that extends recent work in which ideas from spectral graph theory have been applied to this problem. Our generalization of spectral graph bisection involves a novel use of multiple eigenvectors to allow for division of a computation into four or eight parts at each stage of a recursive decomposition. The resulting method is suitable for scientific computations like irregular finite elements or differences performed on hypercube or mesh architecture machines. Experimental results confirm that the new method provides better decompositions arrived at more economically and robustly than with previous spectral methods. We have also improved upon the known spectral lower bound for graph bisection.
On the mixing time of geographical threshold graphs
Bradonjic, Milan
2009-01-01
In this paper, we study the mixing time of random graphs generated by the geographical threshold graph (GTG) model, a generalization of random geometric graphs (RGG). In a GTG, nodes are distributed in a Euclidean space, and edges are assigned according to a threshold function involving the distance between nodes as well as randomly chosen node weights. The motivation for analyzing this model is that many real networks (e.g., wireless networks, the Internet, etc.) need to be studied by using a 'richer' stochastic model (which in this case includes both a distance between nodes and weights on the nodes). We specifically study the mixing times of random walks on 2-dimensional GTGs near the connectivity threshold. We provide a set of criteria on the distribution of vertex weights that guarantees that the mixing time is {Theta}(n log n).
Ocean Thermal Extractable Energy Visualization: Final Technical...
Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site
Ocean Thermal Extractable Energy Visualization: Final Technical Report Ocean Thermal Extractable Energy Visualization: Final Technical Report Report about the Ocean Thermal...
Visualization and Analytics Software at NERSC
Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)
Analytics Data, Visualization, and Analytics AVSExpress AVSExpress includes functionality for data visualization and analysis, image processing and data display. It uses a...
A HYBRID GRASP WITH PERTURBATIONS AND ADAPTIVE PATH-RELINKING FOR THE STEINER PROBLEM IN GRAPHS
Makarychev, Konstantin
with weight perturbations and adaptive path-relinking heuristic (HGP-PR) for the Steiner problem in graphs
Vacuum Energy and Repulsive Casimir Forces in Quantum Star Graphs
S. A. Fulling; L. Kaplan; J. H. Wilson
2007-03-27
Casimir pistons are models in which finite Casimir forces can be calculated without any suspect renormalizations. It has been suggested that such forces are always attractive, but we present several counterexamples, notably a simple type of quantum graph in which the sign of the force depends upon the number of edges. We also show that Casimir forces in quantum graphs can be reliably computed by summing over the classical orbits, and study the rate of convergence of the periodic orbit expansion. In generic situations where no analytic expression is available, the sign and approximate magnitude of Casimir forces can often be obtained using only the shortest classical orbits.
Spectra of magnetic chain graphs: coupling constant perturbations
Pavel Exner; Stepan S. Manko
2014-12-18
We analyze spectral properties of a quantum graph in the form of a ring chain with a $\\delta$ coupling in the vertices exposed to a homogeneous magnetic field perpendicular to the graph plane. We find the band spectrum in the case when the chain exhibits a translational symmetry and study the discrete spectrum in the gaps resulting from changing a finite number of vertex coupling constants. In particular, we discuss in details some examples such as perturbations of one or two vertices, weak perturbation asymptotics, and a pair of distant perturbations.
Faster Quantum Walk Search on a Weighted Graph
Thomas G. Wong
2015-07-27
A randomly walking quantum particle evolving by Schr\\"odinger's equation searches for a unique marked vertex on the "simplex of complete graphs" in time $\\Theta(N^{3/4})$. In this paper, we give a weighted version of this graph that preserves vertex-transitivity, and we show that the time to search on it can be reduced to nearly $\\Theta(\\sqrt{N})$. To prove this, we introduce two novel extensions to degenerate perturbation theory: an adjustment that distinguishes the weights of the edges, and a method to determine how precisely the jumping rate of the quantum walk must be chosen.
Independent set problems and odd-hole-preserving graph reductions
Warren, Jeffrey Scott
2009-05-15
. Independent Set Problems For a graph G = (V;E), S V is an independent set if no vertices in S are adjacent. The maximum independent set (MIS) problem is to find an independent set of largest cardinality in a given graph. The maximum weight independent set... for determining the optimality of a best known solution of the master problem. Many have worked to solve both the MIS and MWIS problems exactly. Tech- niques include explicit enumeration of maximal independent sets [4], combinato- rial branch-and-bound [5, 6, 7, 8...
Graph-theoretic design and analysis of key predistribution schemes Michelle Kendall Keith M. Martin
International Association for Cryptologic Research (IACR)
Graph-theoretic design and analysis of key predistribution schemes Michelle Kendall Keith M. Martin, a general understanding of the design prin- ciples on which to base such constructions is somewhat lacking as a sound design principle. Second, we propose the use of incidence graphs and concurrence graphs as tools
Effective Graph Classification Based on Topological and Label Attributes , Murat Semerci2
Zaki, Mohammed Javeed
online 12 June 2012 in Wiley Online Library (wileyonlinelibrary.com). Abstract: Graph classificationEffective Graph Classification Based on Topological and Label Attributes Geng Li1 , Murat Semerci2 propose an alternative approach to graph classification that is based on feature vectors constructed from
Intermediate statistics for a system with symplectic symmetry: the Dirac rose graph
statistics formed of a gas of energy levels interacting with a logarithmic potential. Spectral statisticsIntermediate statistics for a system with symplectic symmetry: the Dirac rose graph J.M. Harrison1 Abstract We study the spectral statistics of the Dirac operator on a rose-shaped graph-- a graph
Two levels interchange format in XML for Petri Nets and other graph-based formalisms
Gribaudo, Marco
to describe Petri Nets and other graph-based formalisms such as queueing networks and Markov chains. TwoTwo levels interchange format in XML for Petri Nets and other graph-based formalisms Andrea Valente to model Petri Nets and other graph based model speci cation formalismsis presented. In particular
Diameter of the NEPS of Bipartite Graphs Richard A. Brualdi and Jian Shen y
Brualdi, Richard A.
Diameter of the NEPS of Bipartite Graphs Richard A. Brualdi #3; and Jian Shen y Department 4, 2000 Abstract We prove that, if connected, the NEPS of connected, bipartite graphs has diameter-complete, extended p-sum, abbreviated NEPS, of G 1 ; G 2 ; : : : ; G n with basis B is the graph (see e.g. [1]) G
I/O-Efficient Algorithms for Contour Line Extraction and Planar Graph Blocking
Agarwal, Pankaj K.; Arge, Lars; Murali, T. M.; Kasturi R., Varadarajan; Vitter, Jeffrey Scott
1998-01-01
improved algorithm for a more general problem of blocking bounded-degree planar graphs such as TINS (i.e., storing them on disk so that any graph traversal algorithm can traverse the graph in an I/O-efficient manner), and apply it to two problms that arise...
Ramsey Minimal Graphs B'ela Bollob'as* Jair Donadelliy and Yoshiharu Kohayak*
Kohayakawa, Yoshiharu
Ramsey Minimal Graphs B'ela Bollob'as* Jair.lAepairtofus say that a Ramsey gra* *ph for (G, H) is critical if graphs (G, H) is said to be Ramsey-infinite ifnthereoareproper subgraph of it i* *s Ramsey for (G, H). A pair infinitely many minimal graphs for which
NON-BIPARTITE PAIRS OF 3-CONNECTED GRAPHS ARE HIGHLY RAMSEY-INFINITE
Siggers, Mark H.
NON-BIPARTITE PAIRS OF 3-CONNECTED GRAPHS ARE HIGHLY RAMSEY-INFINITE MARK SIGGERS ABSTRACT. A pair of graphs (Hb,Hr) is highly Ramsey-infinite if there is some constant c such that for large enough n. We show that a pair of 3-connected graphs is highly Ramsey-infinite if and only if at least one
Directed acyclic graphs, su cient causes and the properties of conditioning on a
Directed acyclic graphs, su¢ cient causes and the properties of conditioning on a common e #12;Abstract Su¢ cient-component causes are incorporated into the directed acyclic graph (DAG) causal su¢ cient causes on a graph, it is possible to detect conditional independencies within strata
Universality for distances in power-law random graphs Remco van der Hofstad1,a
Hofstad, Remco van der
classical random graphs such as the ErdsRényi random graph. It is often suggested that the behavior with similar degree sequences share similar behavior. We survey the available results on graph distances of the occupation status of the other ed
Light Edges in Degree-Constrained Graphs Prosenjit Bose Michiel Smid David R. Wood
Wismath, Stephen
Light Edges in Degree-Constrained Graphs #3; Prosenjit Bose Michiel Smid David R. Wood School of a graph with bounded degree end-points is said to be light. The primary result of this paper is that ev- ery degree-constrained graph has a light edge, where the degree bound depends on the minimum and aver
Computing web page importance without storing the graph of the web
Abiteboul, Serge
Computing web page importance without storing the graph of the web (extended abstract) S. Abiteboul dynamic graph has recently attracted a lot of attention because of the web. Page importance or page rank estimate of page importance while the web/graph is visited. When the web changes, page importance changes
On Finding the Maximum Number of Disjoint Cuts in Seymour Graphs ?
Ageev, Alexandr
On Finding the Maximum Number of Disjoint Cuts in Seymour Graphs ? Alexander A. Ageev Sobolev. In this paper we prove that the problem is polynomially solvable on Seymour graphs which include both all bipar is polynomially solvable when restricted to the family of Seymour graphs. To present a rigorous definition
THE MATCHING ENERGY OF A GRAPH IVAN GUTMAN AND STEPHAN WAGNER
Wagner, Stephan
,28,32,33,37]. #12;2 IVAN GUTMAN AND STEPHAN WAGNER 2. A mathematical route to matching energy The right hand side, the right hand side of Eq. (3) is not the graph energy, but a quantity which we will call "matching energyTHE MATCHING ENERGY OF A GRAPH IVAN GUTMAN AND STEPHAN WAGNER Abstract. The energy of a graph G
UI Design and Information Visualization
Brock, David
of components and elements per visual screen · Hierarchy of Data: Number of levels drilled down · Interaction of part, technical working · Skills/experience in Domain: Novice, Intermediate, Expert Young vs. old
Dynamic visualization of data streams
Wong, Pak Chung (Richalnd, WA); Foote, Harlan P. (Richland, WA); Adams, Daniel R. (Kennewick, WA); Cowley, Wendy E. (Richland, WA); Thomas, James J. (Richland, WA)
2009-07-07
One embodiment of the present invention includes a data communication subsystem to receive a data stream, and a data processing subsystem responsive to the data communication subsystem to generate a visualization output based on a group of data vectors corresponding to a first portion of the data stream. The processing subsystem is further responsive to a change in rate of receipt of the data to modify the visualization output with one or more other data vectors corresponding to a second portion of the data stream as a function of eigenspace defined with the group of data vectors. The system further includes a display device responsive to the visualization output to provide a corresponding visualization.
Visualization tools for moving objects
Vargas Estrada, Aimee
2006-04-12
In this work we describe the design and implementation of a general framework for visualizing and editing motion planning environments, problem instances, and their solutions. The motion planning problem consists of finding ...
Data mining and visualization techniques
Wong, Pak Chung (Richland, WA); Whitney, Paul (Richland, WA); Thomas, Jim (Richland, WA)
2004-03-23
Disclosed are association rule identification and visualization methods, systems, and apparatus. An association rule in data mining is an implication of the form X.fwdarw.Y where X is a set of antecedent items and Y is the consequent item. A unique visualization technique that provides multiple antecedent, consequent, confidence, and support information is disclosed to facilitate better presentation of large quantities of complex association rules.
JSF AND VISUAL WEB DEVELOPMENT
Liang, Y. Daniel
JSF AND VISUAL WEB DEVELOPMENT CHAPTER 41 Objectives To explain what JSF is (§41.1). To create/16/09 10:18 AM Page 411 #12;412 Chapter 41 JSF and Visual Web Development 41.1 Introduction The use of servlets, introduced in Chapter 39, is the foundation of the Java Web technology. It is a primitive way
Determining Vision Graphs for Distributed Camera Networks Using Feature Digests
Radke, Rich
1 Determining Vision Graphs for Distributed Camera Networks Using Feature Digests Zhaolin Cheng and the length of each feature descriptor are substantially reduced to form a fixed-length "feature digest" that is broadcast to the rest of the network. Each receiver camera decompresses the feature digest to recover
Invariant random graphs with iid degrees in a general geography
Jonasson, Johan
expectation). It is shown that if G has either polynomial growth or rapid growth, then such a random graph ball containing more than n vertices. With rapid growth we mean that the number of vertices in a ball or rapid growth. It is believed that no other growth rates are possible. When G has rapid growth
Approximability of Partitioning Graphs with Supply and Demand
Demaine, Erik
Approximability of Partitioning Graphs with Supply and Demand Takehiro Ito a,, Erik D. Demaine b vertex or a demand vertex and is assigned a positive real number, called the supply or the demand. Each demand vertex can receive "power" from at most one supply vertex through edges in G. One thus wishes
Approximability of Partitioning Graphs with Supply and Demand
Demaine, Erik
Approximability of Partitioning Graphs with Supply and Demand (Extended Abstract) Takehiro Ito1 vertex or a demand vertex and is assigned a positive real number, called the supply or the demand. Each demand vertex can receive "power" from at most one supply vertex through edges in G. One thus wishes
Approximability of Partitioning Graphs with Supply and Demand
Demaine, Erik
Approximability of Partitioning Graphs with Supply and Demand (Extended Abstract) Takehiro Ito 1 vertex or a demand vertex and is assigned a positive real number, called the supply or the demand. Each demand vertex can receive ``power'' from at most one supply vertex through edges in G. One thus wishes
Distanceregular graphs having an eigenvalue of small multiplicity
Martin, Bill
, results of Godsil [12] and Terwilliger [19], to allow computer generation of all feasible intesection of Godsil and Terwilliger and on results in this paper, we now have the diameter bound d Å¸ 3m \\Gamma 8 for m of graph representaÂ tions is outlined, theorems of Godsil and Terwilliger are stated and several
A spectral graph based approach to analyze hyperspectral data
Bertozzi, Andrea L.
A spectral graph based approach to analyze hyperspectral data Blake Hunter Department of Mathematics, UCLA 520 Portola Plaza Los Angeles, CA 90095 Email: blakehunter@math.ucla.edu Yifei Lou Department of Mathematics, UCLA 520 Portola Plaza Los Angeles, CA 90095 Email: bertozzi
The switch Markov chain for sampling irregular graphs
Greenhill, Catherine
The switch Markov chain for sampling irregular graphs Catherine Greenhill School of Mathematics approach to this problem uses a simple Markov chain, which we call the switch chain, to perform the sampling. The switch chain is known to be rapidly mixing for regular degree sequences. We prove
Selectivity Estimation for SPARQL Graph Pattern Faculty of ICT
Liu, Chengfei
, for an arbitrary composite SPARQL graph pattern, we maximally combines the results of the star and chain patterns with different properties sharing the same subject (an example is shown in Figure 1). For estimating' Income 'Prof.' Position 'Advance d course' (Adc) TeacherOf ?Z, Income, '
(Co)Algebraic Characterizations of Signal Flow Graphs
Rutten, Jan
Signal flow graphs are a graphical representation for the analysis, modeling and evaluation of linear as a linear combination of the input and the registers. That is, the dynamics of a circuit can be expressed as a system of linear of equations, one for each register. Since we consider open circuits, the corresponding
Mining Large Graphs And Streams Using Matrix And Tensor Tools
Kolda, Tamara G.
RESULTS The graphs at right show overall variability distribution estimated for the Pentium D 800 where a core no longer works properly. In the Sun T1 Niagara cores this is done with a built-in- self processors we record the temperature at which the failure occurred and adjust to the frequencies
Lesson Summary Students graph and analyze raw data for
Mojzsis, Stephen J.
energy balance equation? What ultimate effect will this have on the energy balance of the Earth? 8 Setting The Earth The Mathematical World Symbolic Relationships Common Themes Constancy and Change NSES://www.strategies.org/index.aspx #12;Earth's Energy Budget or Can You Spare a Sun? Activity 8: Greenhouse Gases Objective: To graph
Ramsey Numbers for Triangles Almost-Complete Graphs
Radziszowski, Stanislaw P.
Ramsey Numbers for Triangles versus Almost-Complete Graphs To the fond memory of Paul Erd on the corresponding Ramsey number, R(K 3 ; K 10 e) #20; 38. The new lower bound of 37 for this number is established by one the best previously known lower and upper bounds. We also give the bounds for the next Ramsey
On Pattern Ramsey Numbers of Graphs Robert E. Jamison
West, Douglas B.
On Pattern Ramsey Numbers of Graphs Robert E. Jamison Mathematical Sciences Clemson University is a Ramsey family if there is some integer N such that every edge- coloring of KN has a copy of some pattern in F. The smallest such N is the (pattern) Ramsey number R(F) of F. The classical Canonical Ramsey
On Pattern Ramsey Numbers of Graphs Robert E. Jamison
West, Douglas B.
On Pattern Ramsey Numbers of Graphs Robert E. Jamison Mathematical Sciences Clemson University is a Ramsey family if there is some integer N such that every edge- coloring of KN has a copy of some pattern in F . The smallest such N is the (pattern) Ramsey number R(F ) of F . The classical Canonical Ramsey
Shannon Capacity and Ramsey Numbers from Product of Graphs
Radziszowski, Stanislaw P.
Bounds on Shannon Capacity and Ramsey Numbers from Product of Graphs Xiaodong Xu Guangxi Academy Abstract In this paper we study Shannon capacity of channels in the context of classical Ramsey numbers. We by Abbott and Song and thus establish new lower bounds for a special type of multicolor Ramsey numbers. We
Efficient Query Processing on Graph Databases JAMES CHENG
Ng, Wilfred Siu Hung
. In this article, we propose an efficient index, FG*-index, to solve this problem. The cost of processing a subgraph query using most existing indexes mainly consists of two parts, the index probing cost and the candidate verification cost. Index probing is to find the query in the index, or to find the graphs from
Tighter Bounds for Graph Steiner Tree Approximation Gabriel Robins
Zelikovsky, Alexander
and properties. In Section 3 we present our main algorithm, called k-LCA. The basic approximation result for k-LCA is proved in Section 4. In Sections 5 and 6 we prove an approximation ratio of the k-LCA algorithm in general graphs, and estimate the performance of the Iterated 1-Steiner and k-LCA heuristics in qu
Fast-Mixed Searching and Related Problems on Graphs
Bonato, Anthony
Fast-Mixed Searching and Related Problems on Graphs Boting Yang Department of Computer Science University of Regina May 27, 2012 1GRASCan 2012, Ryerson University #12;Outline Fast searching and mixed searching Induced-path cover Fast-mixed searching vs fast searching Fast-mixed searching vs mixed
Energy and Laplacian on Hanoi-type fractal quantum graphs
Patricia Alonso Ruiz; Daniel J. Kelleher; Alexander Teplyaev
2015-07-31
This article studies potential theory and spectral analysis on compact metric spaces, which we refer to as fractal quantum graphs. These spaces can be represented as a (possibly infinite) union of 1-dimensional intervals and a totally disconnected (possibly uncountable) compact set, which roughly speaking represents the set of junction points. Classical quantum graphs and fractal spaces such as the Hanoi attractor are included among them. We begin with proving the existence of a resistance form on the Hanoi attractor, and go on to establish heat kernel estimates and upper and lower bounds on the eigenvalue counting function of Laplacians corresponding to weakly self-similar measures on the Hanoi attractor. These estimates and bounds rely heavily on the relation between the length and volume scaling factors of the fractal. We then state and prove a necessary and sufficient condition for the existence of a resistance form on a general fractal quantum graph. Finally, we extend our spectral results to a large class of weakly self-similar fractal quantum graphs.
Exploring Blog Graphs Patterns and a Model for Information
1 Exploring Blog Graphs Patterns and a Model for Information Propagation Mary Mc characterize individual blogs? #12;3 Why blogs? Blogs are a widely used medium of information for many topics and have become an important mode of communication. Blogs cite one another, creating a record of how
Brain Mapping Using Topology Graphs Obtained by Surface Segmentation
Linsen, Lars
Brain Mapping Using Topology Graphs Obtained by Surface Segmentation Fabien Vivodtzev1 , Lars@ucdavis.edu Summary. Brain mapping is a technique used to alleviate the tedious and time- consuming process of annotating brains by mapping existing annotations from brain atlases to individual brains. We introduce
Reasoning With Discrete Factor Graph Indar Sugiarto(1)
Kuehnlenz, Kolja
.sugiarto@tum.de (3) conradt@tum.de (2) Bernstein Center for Computational Neuroscience Munich Center for Sensorimotor intelligence and machine learning which emerges from the combination of graph theory and probability theory originating from one of those Bayesian Networks, it is straight forward to use standard exact inference
Proportional Contact Representations of Planar Graphs Md. J. Alam1
Kobourov, Stephen G.
Proportional Contact Representations of Planar Graphs Md. J. Alam1 , T. Biedl2 , S. Felsner3 , M-contact between the corresponding polygons. Specifically, we consider proportional contact representations, where, the cartographic error, and the unused area. We describe construc- tive algorithms for proportional contact
k-Connectivity in Random Key Graphs with Unreliable Links
Yagan, Osman
of Eschenauer and Gligor for securing wireless sensor network (WSN) communications. Random key graphs have real-world networks; e.g., with secure WSN application in mind, link unreliability can be attributed for securing WSN communications is the random predistribution of cryptographic keys to sensor nodes
Computing global offensive alliances in Cartesian product graphs
Yero, Ismael G
2012-01-01
A global offensive alliance in a graph $G$ is a set $S$ of vertices with the property that every vertex not belonging to $S$ has at least one more neighbor in $S$ than it has outside of $S$. The global offensive alliance number of $G$, $\\gamma_o(G)$, is the minimum cardinality of a global offensive alliance in $G$. A set $S$ of vertices of a graph $G$ is a dominating set for $G$ if every vertex not belonging to $S$ has at least one neighbor in $S$. The domination number of $G$, $\\gamma(G)$, is the minimum cardinality of a dominating set of $G$. In this work we obtain closed formulas for the global offensive alliance number of several families of Cartesian product graphs, we also prove that $\\gamma_o(G\\square H)\\ge \\frac{\\gamma(G)\\gamma_o(H)}{2}$ for any graphs $G$ and $H$ and we show that if $G$ has an efficient dominating set, then $\\gamma_o(G\\square H)\\ge \\gamma(G)\\gamma_o(H).$ Moreover, we present a Vizing-like conjecture for the global offensive alliance number and we prove it for several families of grap...
Partitioning a graph into defensive k-alliances
Yero, Ismael G; Rodriguez-Velazquez, Juan A; Sigarreta, Jose M
2009-01-01
A defensive $k$-alliance in a graph is a set $S$ of vertices with the property that every vertex in $S$ has at least $k$ more neighbors in $S$ than it has outside of $S$. A defensive $k$-alliance $S$ is called global if it forms a dominating set. In this paper we study the problem of partitioning the vertex set of a graph into (global) defensive $k$-alliances. The (global) defensive $k$-alliance partition number of a graph $\\Gamma=(V,E)$, ($\\psi_{k}^{gd}(\\Gamma)$) $\\psi_k^{d}(\\Gamma)$, is defined to be the maximum number of sets in a partition of $V$ such that each set is a (global) defensive $k$-alliance. We obtain tight bounds on $\\psi_k^{d}(\\Gamma)$ and $\\psi_{k}^{gd}(\\Gamma)$ in terms of several parameters of the graph including the order, size, maximum and minimum degree, the algebraic connectivity and the isoperimetric number. Moreover, we study the close relationships that exist among partitions of $\\Gamma_1\\times \\Gamma_2$ into (global) defensive $(k_1+k_2)$-alliances and partitions of $\\Gamma_i$ into...
Offensive Alliances in Graphs Odile Favaron, Universite Paris-Sud
Goddard, Wayne
Offensive Alliances in Graphs Odile Favaron, Universit´e Paris-Sud Gerd Fricke, Morehead State Duane Skaggs, Morehead State University Abstract A set S is an offensive alliance if for every vertex v. The offensive alliance number is the minimum cardi- nality of an offensive alliance. In this paper we explore
Graph-based Navigation Strategies for Heterogeneous Spatial Data Sets
Rodríguez-Tastets, Maria Andrea
Graph-based Navigation Strategies for Heterogeneous Spatial Data Sets Andrea Rodr´iguez1 the information contribution of data sets based on correspondence relations outperform a strategy that considers- base representation, this work describes strategies that optimize the navigation of data sets
Terminological Logics and Conceptual Graphs: An Historical Perspective?
Schmidt, Renate A.
expressive ones, like KL of [6]. The history of these algebras can be traced back to the work of Boole, De be traced, as far back, as the nineteenth century, to the beginnings of algebraic logic and quantification on the existential graphs of Peirce. It is less well-known tha* *t, in essence, Peirce also developed the algebraic
Graph Embeddings and the Robertson-Seymour Ekaterina Nepomnyashchaya
Morrow, James A.
Graph Embeddings and the Robertson-Seymour Theorem Ekaterina Nepomnyashchaya June 4, 2011 Contents . . . . . . . . . . . . . . . . . . . . . . . . 9 4 Overview of the Robertson-Seymour Theorem 10 4.1 Excluded Minors motivation for Robertson and Seymour's work. We cover embed- dings in general, but focus on the understanding
Level of Repair Analysis and Minimum Cost Homomorphisms of Graphs
Gutin, Gregory
of Lillian Barros Abstract. Level of Repair Analysis (LORA) is a prescribed procedure for defence logistics, LORA seeks to determine an optimal provision of repair and maintenance facilities to minimize overall on bipartite graphs is polynomial time solvable. Keywords: Computational Logistics; Level of Repair Analysis
Spectra of graphs and semi-conducting polymers
Philipp Schapotschnikow; Sven Gnutzmann
2008-02-04
We study the band gap in some semi-conducting polymers with two models: H\\"uckel molecular orbital theory and the so-called free electron model. The two models are directly related to spectral theory on combinatorial and metric graphs.
NEAR MINIMAL WEIGHTED WORD GRAPHS FOR POST-PROCESSING SPEECH Michael T. Johnson and Mary P. Harper
Johnson, Michael T.
NEAR MINIMAL WEIGHTED WORD GRAPHS FOR POST-PROCESSING SPEECH Michael T. Johnson and Mary P. Harper for representing large numbers of acoustic hypotheses compactly. Word graphs or lattices generated by acoustic the graph. 1. INTRODUCTION Many recognition systems use word lattices or graphs as mechanisms
LDRD final report : first application of geospatial semantic graphs to SAR image data.
Brost, Randolph C.; McLendon, William Clarence,
2013-01-01
Modeling geospatial information with semantic graphs enables search for sites of interest based on relationships between features, without requiring strong a priori models of feature shape or other intrinsic properties. Geospatial semantic graphs can be constructed from raw sensor data with suitable preprocessing to obtain a discretized representation. This report describes initial work toward extending geospatial semantic graphs to include temporal information, and initial results applying semantic graph techniques to SAR image data. We describe an efficient graph structure that includes geospatial and temporal information, which is designed to support simultaneous spatial and temporal search queries. We also report a preliminary implementation of feature recognition, semantic graph modeling, and graph search based on input SAR data. The report concludes with lessons learned and suggestions for future improvements.
DISPLAYING AND INTERPRETING FLUID INCLUSION STRATIGRAPHY ANALYSES...
DISPLAYING AND INTERPRETING FLUID INCLUSION STRATIGRAPHY ANALYSES ON MUDLOG GRAPHS Jump to: navigation, search OpenEI Reference LibraryAdd to library Conference Proceedings:...
Visual experience induces long-term potentiation in the primary visual
Cooke, Samuel Frazer
Stimulus-specific response potentiation (SRP) is a robust form of experience-dependent plasticity that occurs in primary visual cortex. In awake mice, visual evoked potentials (VEPs) recorded in layer 4 of binocular visual ...
Visual Experience Induces Long-Term Potentiation in the Primary Visual Cortex
Cooke, Samuel Frazer
Stimulus-specific response potentiation (SRP) is a robust form of experience-dependent plasticity that occurs in primary visual cortex. In awake mice, visual evoked potentials (VEPs) recorded in layer 4 of binocular visual ...
Interacting with Microseismic Visualizations Microseismic visualization systems present complex 3D
Greenberg, Saul
Interacting with Microseismic Visualizations Abstract Microseismic visualization systems present that information. Author Keywords 3D microseismic visualizations; proxemic interactions ACM Classification Keywords] Maxwell, S. Microseismic: Growth born from success. The Leading Edge 29, 3 (2010), 338-343. Copyright
Fox, Jacob
There exist graphs with super-exponential Ramsey multiplicity constant Jacob Fox Abstract The Ramsey multiplicity M(G; n) of a graph G is the minimum number of monochromatic copies of G over all 2, it is natural to define the Ramsey multiplicity constant C(G) to be limn M(G;n)a v!(n v) , which is the limit
A characterization of Q-polynomial distance-regular graphs
Jurisic, Aleksandar; Zitnik, Arjana
2009-01-01
We obtain the following characterization of $Q$-polynomial distance-regular graphs. Let $\\G$ denote a distance-regular graph with diameter $d\\ge 3$. Let $E$ denote a minimal idempotent of $\\G$ which is not the trivial idempotent $E_0$. Let $\\{\\theta_i^*\\}_{i=0}^d$ denote the dual eigenvalue sequence for $E$. We show that $E$ is $Q$-polynomial if and only if (i) the entry-wise product $E \\circ E$ is a linear combination of $E_0$, $E$, and at most one other minimal idempotent of $\\G$; (ii) there exists a complex scalar $\\beta$ such that $\\theta^*_{i-1}-\\beta \\theta^*_i + \\theta^*_{i+1}$ is independent of $i$ for $1 \\le i \\le d-1$; (iii) $\\theta^*_i \
A Graph Analytic Metric for Mitigating Advanced Persistent Threat
Johnson, John R.; Hogan, Emilie A.
2013-06-04
This paper introduces a novel graph analytic metric that can be used to measure the potential vulnerability of a cyber network to specific types of attacks that use lateral movement and privilege escalation such as the well known Pass The Hash, (PTH). The metric is computed from an oriented subgraph of the underlying cyber network induced by selecting only those edges for which a given property holds between the two vertices of the edge. The metric with respect to a select node on the subgraph is defined as the likelihood that the select node is reachable from another arbitrary node in the graph. This metric can be calculated dynamically from the authorization and auditing layers during the network security authorization phase and will potentially enable predictive deterrence against attacks such as PTH.
Average Interpolating Wavelets on Point Clouds and Graphs
Rustamov, Raif M
2011-01-01
We introduce a new wavelet transform suitable for analyzing functions on point clouds and graphs. Our construction is based on a generalization of the average interpolating refinement scheme of Donoho. The most important ingredient of the original scheme that needs to be altered is the choice of the interpolant. Here, we define the interpolant as the minimizer of a smoothness functional, namely a generalization of the Laplacian energy, subject to the averaging constraints. In the continuous setting, we derive a formula for the optimal solution in terms of the poly-harmonic Green's function. The form of this solution is used to motivate our construction in the setting of graphs and point clouds. We highlight the empirical convergence of our refinement scheme and the potential applications of the resulting wavelet transform through experiments on a number of data stets.
On relaxing the constraints in pairwise compatibility graphs
Calamoneri, Tiziana
subclasses resulting from the the cases where dmin = 0 (LPG) and dmax = + (mLPG). In particular, we show that the union of LPG and mLPG does not coincide with the whole class PCG, their intersection is not empty, and that neither of the classes LPG and mLPG is contained in the other. Finally, as the graphs we deal with belong
Balanced Cayley graphs and balanced planar Joy Morris 1
Morris, Joy
University of Lethbridge Department of Mathematics and Computer Science 4401 University Drive, Lethbridge of the complete graph Kt, i.e. Kt has t vertices and no edges. Further, we denote by Cl the cycle of length l with Kt is called an (l, t)-cycle. Fig. 1.1. (8, 3)-cycle Figure 1.1 shows the example of an (8, 3)-cycle
A Taxonomy of Dynamic ATC Visualizations Christophe HURTER, Stphane CONVERSY
A Taxonomy of Dynamic ATC Visualizations Christophe HURTER, Stéphane CONVERSY Abstract-- Air in the interpretation of visualization. Index Terms-- Information Visualization, taxonomy, graphical coding. I
The $Z$-invariant massive Laplacian on isoradial graphs
Cédric Boutillier; Béatrice de Tilière; Kilian Raschel
2015-04-03
We introduce a one-parameter family of massive Laplacian operators $(\\Delta^{m(k)})_{k\\in[0,1)}$ defined on isoradial graphs, involving elliptic functions. We prove an explicit formula for minus the inverse of $\\Delta^{m(k)}$, the massive Green function, which has the remarkable property of only depending on the local geometry of the graph, and compute its asymptotics. We study the corresponding statistical mechanics model of random rooted spanning forests. We prove an explicit local formula for an infinite volume Boltzmann measure, and for the free energy of the model. We show that the model undergoes a second order phase transition at $k=0$, thus proving that spanning trees corresponding to the Laplacian introduced by Kenyon are critical. We prove that the massive Laplacian operators $(\\Delta^{m(k)})_{k\\in(0,1)}$ provide a one-parameter family of $Z$-invariant rooted spanning forest models. When the isoradial graph is moreover $\\mathbb{Z}^2$-periodic, we consider the spectral curve $\\mathcal{C}^k$ of the characteristic polynomial of the massive Laplacian. We provide an explicit parametrization of the curve and prove that it is Harnack and has genus 1. We further show that every Harnack curve of genus 1 with $(z,w)\\leftrightarrow(z^{-1},w^{-1})$ symmetry arises from such a massive Laplacian.
Encoding and analyzing aerial imagery using geospatial semantic graphs
Watson, Jean-Paul; Strip, David R.; McLendon, William C.; Parekh, Ojas D.; Diegert, Carl F.; Martin, Shawn Bryan; Rintoul, Mark Daniel
2014-02-01
While collection capabilities have yielded an ever-increasing volume of aerial imagery, analytic techniques for identifying patterns in and extracting relevant information from this data have seriously lagged. The vast majority of imagery is never examined, due to a combination of the limited bandwidth of human analysts and limitations of existing analysis tools. In this report, we describe an alternative, novel approach to both encoding and analyzing aerial imagery, using the concept of a geospatial semantic graph. The advantages of our approach are twofold. First, intuitive templates can be easily specified in terms of the domain language in which an analyst converses. These templates can be used to automatically and efficiently search large graph databases, for specific patterns of interest. Second, unsupervised machine learning techniques can be applied to automatically identify patterns in the graph databases, exposing recurring motifs in imagery. We illustrate our approach using real-world data for Anne Arundel County, Maryland, and compare the performance of our approach to that of an expert human analyst.
Strong Integer Additive Set-valued Graphs: A Creative Review
N. K. Sudev; K. A. Germina; K. P. Chithra
2015-04-23
For a non-empty ground set $X$, finite or infinite, the {\\em set-valuation} or {\\em set-labeling} of a given graph $G$ is an injective function $f:V(G) \\to \\mathcal{P}(X)$, where $\\mathcal{P}(X)$ is the power set of the set $X$. A set-indexer of a graph $G$ is an injective set-valued function $f:V(G) \\to \\mathcal{P}(X)$ such that the function $f^{\\ast}:E(G)\\to \\mathcal{P}(X)-\\{\\emptyset\\}$ defined by $f^{\\ast}(uv) = f(u){\\ast} f(v)$ for every $uv{\\in} E(G)$ is also injective., where $\\ast$ is a binary operation on sets. An integer additive set-indexer is defined as an injective function $f:V(G)\\to \\mathcal{P}({\\mathbb{N}_0})$ such that the induced function $g_f:E(G) \\to \\mathcal{P}(\\mathbb{N}_0)$ defined by $g_f (uv) = f(u)+ f(v)$ is also injective, where $\\mathbb{N}_0$ is the set of all non-negative integers and $\\mathcal{P}(\\mathbb{N}_0)$ is its power set. An IASI $f$ is said to be a strong IASI if $|f^+(uv)|=|f(u)|\\,|f(v)|$ for every pair of adjacent vertices $u,v$ in $G$. In this paper, we critically and creatively review the concepts and properties of strong integer additive set-valued graphs.
Principal Patterns on Graphs: Discovering Coherent Structures in Datasets
Benzi, Kirell; Vandergheynst, Pierre
2015-01-01
In this work, we propose a fast, robust and scalable method for retrieving and analyzing recurring patterns of activity induced by a causal process, typically modeled as time series on a graph. We introduce a particular type of multilayer graph as a model for the data. This graph is structured for emphasizing causal relations between connected nodes and their successive time series values. Within the data, the patterns of activity are assumed to be dynamic, sparse or small compared to the size of the network. For some applications they are also expected to appear in a repeated manner over time but are allowed to differ from an exact copy. The analysis of the activity within a social network and within a transportation network illustrates the power and efficiency of the method. Relevant information can be extracted, giving insights on the behavior of group of persons in social networks and on traffic congestion patterns. Moreover, in this era of big data, it is crucial to design tools able to handle large data...
Blended Interaction for Information Visualization
Deussen, Oliver
about digital information in ways that fit more closely with their existing everyday thinking practises; qualitative studies ACM Classification Keywords H.5.m. Information interfaces and presentation (e.g., HCI and digital actions, offer many new opportunities to think beyond current information visualization (Info
MULTIVARIATE NONPARAMETRIC REGRESSION AND VISUALIZATION
Klemelä, Jussi
not be available in electronic format. Library of Congress Cataloging-in-Publication Data: Klemel¨a, Jussi AND CLASSIFICATION 1 Overview of Regression and Classification 3 2 Linear Methods and Extensions 77 3 Kernel Methods Visualization xxi I.4 Literature xxiii PART I METHODS OF REGRESSION AND CLASSIFICATION 1 Overview of Regression
VISUALIZATION OF MAGNETICALLY CONFINED PLASMAS
. Hence, there is a great need to develop viable renewable energy sources and increase the efforts a great promise for the future. Widespread in- troduction of fusion energy power plants could in experimental and theoretical fu- sion energy research towards more geometric details, visualization plays
The human activity of visualization
Wright, Dawn Jeannine
Griffin et al 2006 #12;Human-Computer Interaction: Software of the Mind each user has a setThe human activity of visualization cultural and psychological factors in representation; Gibbon 1998; Marcus 2000) conventions and metaphors of Westerners may not hold worldwide colors
Data sonification and sound visualization.
Kaper, H. G.; Tipei, S.; Wiebel, E.; Mathematics and Computer Science; Univ. of Illinois
1999-07-01
Sound can help us explore and analyze complex data sets in scientific computing. The authors describe a digital instrument for additive sound synthesis (Diass) and a program to visualize sounds in a virtual reality environment (M4Cave). Both are part of a comprehensive music composition environment that includes additional software for computer-assisted composition and automatic music notation.
Carleton University Visual Identity Toolkit
Dawson, Jeff W.
THE LOGO/IDENTITY TREATMENT IN DETAIL FACULTIES, SCHOOLS AND ANCILLARY UNITS FACULTY, SCHOOL AND ANCILLARY UNIT IDENTITIES IN DETAIL NON-ACADEMIC ANCILLARY UNIT IDENTITIES A NOTE ON THE VISUAL IDENTITIES of Carleton's faculties, schools and ancillary units, as well as communications materials such as brochures
VCAT: Visual Crosswalk Analysis Tool
Cleland, Timothy J. [Los Alamos National Laboratory; Forslund, David W. [Los Alamos National Laboratory; Cleland, Catherine A. [Los Alamos National Laboratory
2012-08-31
VCAT is a knowledge modeling and analysis tool. It was synthesized from ideas in functional analysis, business process modeling, and complex network science. VCAT discovers synergies by analyzing natural language descriptions. Specifically, it creates visual analytic perspectives that capture intended organization structures, then overlays the serendipitous relationships that point to potential synergies within an organization or across multiple organizations.
Context-based visual feedback recognition
Morency, Louis-Philippe, 1977-
2007-01-01
During face-to-face conversation, people use visual feedback (e.g., head and eye gesture) to communicate relevant information and to synchronize rhythm between participants. When recognizing visual feedback, people often ...
Articulatory features for robust visual speech recognition
Saenko, Ekaterina, 1976-
2004-01-01
This thesis explores a novel approach to visual speech modeling. Visual speech, or a sequence of images of the speaker's face, is traditionally viewed as a single stream of contiguous units, each corresponding to a phonetic ...
Visualization Contest Applications due August 3
Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)
due August 3 June 22, 2012 by Francesca Verdier (0 Comments) In support of the IEEE Symposium on Large-Scale Data Analysis and Visualization (LDAV) 2012's visualization...
AUDIO-VISUAL AND MAINTENANCE SERVICES
Victoria, University of
AUDIO-VISUAL AND MAINTENANCE SERVICES University Policy No: AD2510 Classification: Administration Approving authority: Vice-President Finance and Operations Effective date: September, 2010 Supersedes for Audio Visual: services, equipment rental and maintenance on campus. DEFINITIONS For the purposes
Energy Integration Visualization Room (Fact Sheet)
Not Available
2012-08-01
This two-page fact sheet describes the new Energy Integration Visualization Room in the ESIF and talks about some of the capabilities and unique visualization features of the the room.
Long cycles in critical graphs Noga Alon Michael Krivelevich y Paul Seymour z
Krivelevich, Michael
) Therefore, any k-critical graph on n vertices contains a path of length at least log(n 1)= log(k 2 that there are in#12;nitely many values of n for which there is a k-critical graph on n vertices with no pathLong cycles in critical graphs Noga Alon #3; Michael Krivelevich y Paul Seymour z Abstract
LIGHT SUBGRAPHS IN PLANAR GRAPHS OF MINIMUM DEGREE 4 AND EDGE-DEGREE 9
Mohar, Bojan
LIGHT SUBGRAPHS IN PLANAR GRAPHS OF MINIMUM DEGREE 4 AND EDGE-DEGREE 9 B. MOHAR , R. SKREKOVSKI vertices of degree 4 are adjacent. A graph H is light in G if there is a constant w such that every graph is w. Then we also write w(H) w. It is proved that the cycle Cs is light if and only if 3 s 6, where
Materials for Math 13900 Bring to class each day: graph paper ...
Roames, Renee S
2015-01-08
Materials for Math 13900. Bring to class each day: graph paper isometric dot paper unlined paper cm ruler. We will also be using: compass small scissors.
THE GEOMETRY OF BRAUER GRAPH ALGEBRAS AND CLUSTER ROBERT J. MARSH AND SIBYLLE SCHROLL
Marsh, Robert J.
author. 1 #12;2 MARSH AND SCHROLL sense. We may also consider the dual graph of the m-angulation, which
First Steps toward Automated Design of Mechatronic Systems Using Bond Graphs and Genetic Programming
Fernandez, Thomas
First Steps toward Automated Design of Mechatronic Systems Using Bond Graphs and Genetic for mechatronic systems. The domain of mechatronic systems includes mixtures of, for example, electrical
Choosability of the square of planar subcubic graphs with large girth
Bermond, Jean-Claude
is at most 5. 1 Introduction Let G be a (simple) graph. The neighbourhood of a vertex v of G, denoted NG(v
Painting and Visualization Robert M. Kirby
Laidlaw, David
Painting and Visualization Robert M. Kirby School of Computing and Scientific Computing and Imaging Department of Computer Science Brown University October 10, 2003 1 Introduction Art, in particular painting manifested in collaborative teams, new painting-inspired visualization techniques, or new visualization
Visual Attention: Light Enters the Jochen Braun
Braun, Jochen
Visual Attention: Light Enters the Jungle Jochen Braun Recent studies focusing on basic visual-perceptual processing that awareness entails -- short-term memory, percep- tual decisions, voluntary responses and so time. The coaxing was done by a visual search near fixation, which the observer was obliged to carry
Brief Communication Reorganization of Visual Processing in
Kanwisher, Nancy
Brief Communication Reorganization of Visual Processing in Macular Degeneration Chris I. Baker,1. In such cases, the macular damage eliminates the normal retinal input to a large region of visual cortex subjects with extensive bilateral central retinal lesions, we found that parts of visual cortex (including
Esteban, Carlos HernÃ¡ndez
Motivation Overview Automatic Segmentation Algorithm Building Colour Models Volumetric Graph Segmentation in Multiple Views using Volumetric Graph-Cuts #12;Motivation Overview Automatic Segmentation Algorithm Building Colour Models Volumetric Graph-Cut Results Conclusion Motivation Neill Campbell, George
Cognitive Foundations for Visual Analytics
Greitzer, Frank L.; Noonan, Christine F.; Franklin, Lyndsey
2011-02-25
In this report, we provide an overview of scientific/technical literature on information visualization and VA. Topics discussed include an update and overview of the extensive literature search conducted for this study, the nature and purpose of the field, major research thrusts, and scientific foundations. We review methodologies for evaluating and measuring the impact of VA technologies as well as taxonomies that have been proposed for various purposes to support the VA community. A cognitive science perspective underlies each of these discussions.
Visualizing Cyber Security: Usable Workspaces
Fink, Glenn A.; North, Christopher L.; Endert, Alexander; Rose, Stuart J.
2009-10-11
An environment that supports cyber analytics work should enable multiple, simultaneous investigations, information foraging, and provide a solution space for organizing data. We describe our study of cyber security professionals and visualizations in a large, high-resolution display work environment. We discuss the tasks and needs of analysts that such an environment can support and present several prototypes designed to support these needs. We conclude with a usability evaluation of the prototypes and additional lessons learned.
Vacuum energy and repulsive Casimir forces in quantum star graphs
Fulling, Stephen; Kaplan, L.; Wilson, J. H.
2007-01-01
Vacuum energy and repulsive Casimir forces in quantum star graphs S. A. Fulling,1,* L. Kaplan,2,? and J. H. Wilson1,? 1Departments of Mathematics and Physics, Texas A&M University, College Station, Texas 77843-3368, USA 2Department of Physics... vacuum en- ergy in the region outside the box, and it involves ?renormal- ization? in the sense of discarding divergent terms associated with the boundary although #1;unlike the case of parallel plates, or any calculation of forces between rigid...
Groups generated by bounded automata and their schreier graphs
Bondarenko, Ievgen
2008-10-10
by Bounded Automata and Their Schreier Graphs. (December 2007) Ievgen Bondarenko, B.S., National Taras Shevchenko University of Kyiv, Ukraine; M.S., National Taras Shevchenko University of Kyiv, Ukraine Chair of Advisory Committee: Dr. Rostislav Grigorchuk... maps In Chapter III we study spectral properties and iterations of piecewise linear maps of the form fK(v) = min A?K Av, v?RN, (1.1) where K is a finite set of nonnegative square matrices of fixed dimension and by “min” we mean component-wise minimum...
Random Procedures for Dominating Sets in Graphs Sarah Artmann1
of a vertex u V in the graph G is the set NG(u) = {v V | uv E} and the closed neighbourhood of u in G is NG[u] = NG(u){u}. The degree of u in G is the number dG(u) = |NG(u)| of its neighbours. For a set U V let NG[U] = uU NG[U] and NG(U) = NG[U] \\ U. A set of vertices D V of G is dominating, if every vertex in V \\ D
New Developments in MadGraph/MadEvent
Alwall, Johan; Artoisenet, Pierre; de Visscher, Simon; Duhr, Claude; Frederix, Rikkert; Herquet, Michel; Mattelaer, Olivier; /IBA, Louvain-la-Neuve
2011-11-08
We here present some recent developments of MadGraph/MadEvent since the latest published version, 4.0. These developments include: Jet matching with Pythia parton showers for both Standard Model and Beyond the Standard Model processes, decay chain functionality, decay width calculation and decay simulation, process generation for the Grid, a package for calculation of quarkonium amplitudes, calculation of Matrix Element weights for experimental events, automatic dipole subtraction for next-to-leading order calculations, and an interface to FeynRules, a package for automatic calculation of Feynman rules and model files from the Lagrangian of any New Physics model.
Weyand, Tracy Kathleen
2014-07-07
on infinite periodic graphs by analyzing the eigenvalues of the magnetic Schrödinger operator on a fundamental domain. Here we consider both discrete and quantum graphs. We find a characterization of critical points of the dispersion relation that occur inside...
Banaji,. Murad
Well-quasi-ordering Binary Matroids The Graph Minors Project of Robertson and Seymour is one with the matroid; thus it is not hard to see that matroids generalise graphs. Robertson and Seymour always believed
SUBSURFACE VISUAL ALARM SYSTEM ANALYSIS
D.W. Markman
2001-08-06
The ''Subsurface Fire Hazard Analysis'' (CRWMS M&O 1998, page 61), and the document, ''Title III Evaluation Report for the Surface and Subsurface Communication System'', (CRWMS M&O 1999a, pages 21 and 23), both indicate the installed communication system is adequate to support Exploratory Studies Facility (ESF) activities with the exception of the mine phone system for emergency notification purposes. They recommend the installation of a visual alarm system to supplement the page/party phone system The purpose of this analysis is to identify data communication highway design approaches, and provide justification for the selected or recommended alternatives for the data communication of the subsurface visual alarm system. This analysis is being prepared to document a basis for the design selection of the data communication method. This analysis will briefly describe existing data or voice communication or monitoring systems within the ESF, and look at how these may be revised or adapted to support the needed data highway of the subsurface visual alarm. system. The existing PLC communication system installed in subsurface is providing data communication for alcove No.5 ventilation fans, south portal ventilation fans, bulkhead doors and generator monitoring system. It is given that the data communication of the subsurface visual alarm system will be a digital based system. It is also given that it is most feasible to take advantage of existing systems and equipment and not consider an entirely new data communication system design and installation. The scope and primary objectives of this analysis are to: (1) Briefly review and describe existing available data communication highways or systems within the ESF. (2) Examine technical characteristics of an existing system to disqualify a design alternative is paramount in minimizing the number of and depth of a system review. (3) Apply general engineering design practices or criteria such as relative cost, and degree of difficulty and complexity in determining requirements in adapting existing data communication highways to support the subsurface visual alarm system. These requirements would include such things as added or new communication cables, added Programmable Logic Controller (PLC), Inputs and Outputs (I/O), and communication hardware components, and human machine interfaces and their software operating system. (4) Select the best data communication highway system based on this review of adapting or integrating with existing data communication systems.
Sze, Sing-Hoi; Tarone, Aaron M
2014-07-14
The recent advance of high-throughput sequencing makes it feasible to study entire transcriptomes through the application of de novo sequence assembly algorithms. While a popular strategy is to first construct an intermediate de Bruijn graph...
for based on Open Inventor scene graph stroke based methods ·non-photorealistic rendering (NPR) architecture· end user: looks at created renditions or · designer interaction uses applications Open Inventor
The power graph of a finite group, II Peter J. Cameron
Cameron, Peter
The power graph of a finite group, II Peter J. Cameron School of Mathematical Sciences Queen Mary, University of London Mile End Road London E1 4NS, U.K. Abstract The directed power graph of a group G is the digraph with vertex set G, having an arc from y to x whenever x is a power of y; the undirected power
Cross-Domain Fault Localization: A Case for a Graph Digest Approach
Cross-Domain Fault Localization: A Case for a Graph Digest Approach William D. Fischer Naval an inference-graph-digest based formulation of the problem. The formulation not only explicitly models propagation can use a function to create a digest representation of their network state and dependencies
Construction of abstract state graphs with PVS Susanne Graf and Hassen Saidi
Grosu, Radu
Construction of abstract state graphs with PVS Susanne Graf and Hassen Saidi VERIMAG Centre at the address http:://www.imag.fr/VERIMAG/PEOPLE/Hassen.Saidi/BRP 2 #12; Construction of abstract state graphs of infinite systems with PVS Susanne Graf and Hassen Saidi VERIMAG 1 Abstract In this paper, we propose
On Self-Assembling Graphs in vitro The Molecular Computing Group
Deaton, Russell J.
On Self-Assembling Graphs in vitro The Molecular Computing Group Max H. Garzon, Rusell J. Deaton in vitro by self-regulating molecular processes. This type of structure, the so-called automatic graphs how the navigator can be implemented as a moleculethat directs the self-assembly process to build
Qualitative Modelling of Genetic Networks: From Logical Regulatory Graphs to Standard
Ruet, Paul
Qualitative Modelling of Genetic Networks: From Logical Regulatory Graphs to Standard Petri Nets, a systematic rewriting of logical genetic reg- ulatory graphs in terms of standard Petri net models is proposed. We show that, in the Boolean case, the combination of the logical approach with the standard Petri
ISIT 1998, Cambridge, MA. USA, August 16 -August 21 On Tanner Graphs of Lattices and Codes
Gulak, P. Glenn
and cross section of A on Wi, 2) deriv- ing a simple Tanner graph for the corresponding label code of A. Banihashemi, Frank R. Kschischang, and P. Glenn Gulak Dept. of Electrical and Computer Engineering, University- complexity Tanner graph for an n-dimensional (n-D)lattice A, it is reasonable to divide the problem into two
12 Trees and Graphs 12.1 Rooted and Unrooted Trees
Goddard, Wayne
, here is a representation of butane: four carbons and ten hydrogen. c Wayne Goddard, Clemson University, and 3 carbon atoms respectively), but there are two isomers of butane. For you to do! 1. Draw the other isomer of butane. 12.2 Graphs A (simple) graph is a collection of vertices and edges such that each edge
Fault-Tolerant Exploration of an Unknown Dangerous Graph by Scattered Agents
Flocchini, Paola
Fault-Tolerant Exploration of an Unknown Dangerous Graph by Scattered Agents Paola Flocchini1 a network where there are dangerous sites (black holes) that eliminate any incoming searcher without leaving a discernible trace. Dangerous graph exploration (Dge) extends the Bhs problem to include dangerous links (black
Discrete Applied Mathematics 95 (1999) 241249 Note on a helicopter search problem on graphs
Fomin, Fedor V.
1999-01-01
Discrete Applied Mathematics 95 (1999) 241249 Note on a helicopter search problem on graphs Fedor 1998 Abstract We consider a search game on a graph in which one cop in a helicopter ying from vertex . In the ÿrst step, Cop occupies some vertex of G. In each of the following steps, Cop moves ( ies by helicopter
The freezing threshold for k-colourings of a random graph Michael Molloy
Molloy, Mike
The freezing threshold for k-colourings of a random graph Michael Molloy March 9, 2012 Abstract We rigorously determine the exact freezing threshold, rf k , for k-colourings of a random graph. We prove using the non-rigorous cavity method. It has been hypothesized that the freezing threshold is the cause
THE RADIO NUMBERS OF ALL GRAPHS OF ORDER n AND DIAMETER n -2
Tomova, Maggy
THE RADIO NUMBERS OF ALL GRAPHS OF ORDER n AND DIAMETER n - 2 KATHERINE BENSON, MATTHEW PORTER, AND MAGGY TOMOVA Abstract. A radio labeling of a connected graph G is a function c : V (G) Z+ such that for every two distinct vertices u and v of G distance(u, v) + |c(u) - c(v)| 1 + diameter(G). The radio
Degree Ramsey numbers of graphs William B. Kinnersley # , Kevin G. Milans + , Douglas B. West #
West, Douglas B.
Degree Ramsey numbers of graphs William B. Kinnersley # , Kevin G. Milans + , Douglas B. West class. Let the sÂcolor degree Ramsey number of a graph G, written R# (G; s), be min{#(H) : H s # G that are reÂ lated to degree Ramsey numbers of paths. Finally, for cycles we show that R# (C 2k+1 ; s) # 2
Combining Bond-Graphs with Genetic Programming for Unified/Automated Design of Mechatronic or
Fernandez, Thomas
Combining Bond-Graphs with Genetic Programming for Unified/Automated Design of Mechatronic or Multi of a mechatronic system makes it difficult to model using a single modeling technique over the whole system and polymorphic modeling and simulation technique. Bond-Graph model of the mechatronic system can be directly
An Updated Taxonomy of Evolutionary Computation Problems using Graph-based
Ashlock, Dan
An Updated Taxonomy of Evolutionary Computation Problems using Graph-based Evolutionary Algorithms some other groups of problems scatter across the taxonomy. This paper updates an earlier taxonomy of 23, for the self-avoiding-walk problems corrects, a taxonomy of 23 problems given in [8]. The list of graphs
Perfect Completion and Deletion in Random Graphs Assaf Natanzon \\Lambda Ron Shamir \\Lambda y
Shamir, Ron
Perfect Completion and Deletion in Random Graphs Assaf Natanzon \\Lambda Ron Shamir \\Lambda y Abstract In the Perfect Completion problem one wishes to add the fewest possible edges to a graph in order Introduction Edge Completion/Deletion problems call for making minimum changes to the edge set of an input
Multi-rate Estimation of Coloured Noise Models in Graph-Based Estimation Algorithms
Nelson, James
Multi-rate Estimation of Coloured Noise Models in Graph-Based Estimation Algorithms Simon J. Julier. In this paper, we consider how coloured noise models can be efficiently incorporated within graph position, three velocity, three orientation). The GPS noise model introduces an extra six states (second
c 2003 Association for Computational Linguistics Graph-Based Generation of Referring
for the generation of referring expressions; and (4) the combined use of graphs and cost functions paves the wayc 2003 Association for Computational Linguistics Graph-Based Generation of Referring Expressions Eindhoven University of Technology This article describes a new approach to the generation of referring
JACOBIANS OF NEARLY COMPLETE AND THRESHOLD GRAPHS SERGUEI NORINE AND PETER WHALEN
Norin, Sergey
to it as the sandpile group [7]. Seven years later, Bacher et al referred to it alternatively as the Picard group. The Jacobian of a graph, also known as the Picard Group, Sandpile Group, or Critical Group, is a discrete is odd, where k is such that the order of the group is the number of spanning trees of the graph
ForPeerReview Bond graph model of a switched reluctance machine
Batlle, Carles
Keywords: Electric machines, Reluctance machines, Modeling Are any of authors IEEE Member?: No Are any the electromechanical energy transformation in electrical machines, is used for a SRM. The bond graph modelForPeerReview Bond graph model of a switched reluctance machine Journal: Transactions on Industrial
Termination Graphs for Java Bytecode M. Brockschmidt, C. Otto, C. von Essen, and J. Giesl
ÃbrahÃ¡m, Erika
Termination Graphs for Java Bytecode M. Brockschmidt, C. Otto, C. von Essen, and J. Giesl LuFG Informatik 2, RWTH Aachen University, Germany Abstract. To prove termination of Java Bytecode (JBC) automatically, we transform JBC to finite termination graphs which represent all pos- sible runs of the program
Fundamenta Informaticae 33(2), 1998, 201{209 1 Termination of graph rewriting is undecidable
Plump, Detlef
Fundamenta Informaticae 33(2), 1998, 201{209 1 IOS Press Termination of graph rewriting pushout approach") is terminating. The proof is by a reduction of the Post Correspondence Problem or of the termination problem for string rewriting systems to the present problem. Keywords: graph rewriting
A Rule-Based Quasi-Static Scheduling Approach for Static Islands in Dynamic Dataflow Graphs
Teich, JÃ¼rgen
A A Rule-Based Quasi-Static Scheduling Approach for Static Islands in Dynamic Dataflow Graphs-Nuremberg In this article, an efficient rule-based clustering algorithm for static dataflow subgraphs in a dynamic dataflow graph is presented. The clustered static dataflow actors are quasi-statically scheduled, in such a way
A COVERING-GRAPH APPROACH TO EPIDEMICS ON SIS AND SIS-LIKE NETWORKS
Floyd, William
without first passing to the sus- ceptible state. We use a covering graph construction to compare SIR, SIS of infectives. The same covering graph construction allows us to characterize the recurrent states in a SIS on the stochastic SIS model, so that asymptotic behavior is uninteresting; we consider certain long-lived states
Sand Drawings and Gaussian Graphs Erik D. Demaine Martin L. Demaine
Demaine, Erik
Sand Drawings and Gaussian Graphs Erik D. Demaine Martin L. Demaine Computer Science and AI@cs.mcgill.ca Abstract Sand drawings form a part of many cultural artistic traditions. Depending on the part of the world uncover a bridge between sand drawings and Gaussian graphs, leading to a variety of new mathematical
System-Level Synthesis of MEMS via Genetic Programming and Bond Graphs
Hu, Jianjun
System-Level Synthesis of MEMS via Genetic Programming and Bond Graphs Zhun Fan+ , Kisung Seo for automatic synthesis of MEMS system-level lumped parameter models using genetic programming and bond graphs. This paper first dis- cusses the necessity of narrowing the problem of MEMS synthesis into a certain specific
The domination number of on-line social networks and random geometric graphs
Pralat, Pawel
of graphs in the Facebook 100 data set, and these bounds are well-correlated with those predicted geometric graphs. 1. Introduction On-line social networks (or OSNs) such as Facebook have emerged as a hot-demographics are closer together in the space. We give the precise definition of the GEO-P model (actually, one of its
Karahalios, Karrie G.
People Search within an Online Social Network: Large Scale Analysis of Facebook Graph Search Query and Facebook2 , Menlo Park, CA 94025 {spirin2,kkarahal}@illinois.edu and {jfh,miked,maxime}@fb.com ABSTRACT Facebook in- troduced its innovative Graph Search product with the goal to take the OSN search experience
A solid solution to a conjecture on the maximal energy of bipartite bicyclic graphs
Huo, Bofeng; Li, Xueliang; Shi, Yongtang
2011-01-01
The energy of a simple graph $G$, denoted by $E(G)$, is defined as the sum of the absolute values of all eigenvalues of its adjacency matrix. Let $C_n$ denote the cycle of order $n$ and $P^{6,6}_n$ the graph obtained from joining two cycles $C_6$ by a path $P_{n-12}$ with its two leaves. Let $\\mathscr{B}_n$ denote the class of all bipartite bicyclic graphs but not the graph $R_{a,b}$, which is obtained from joining two cycles $C_a$ and $C_b$ ($a, b\\geq 10$ and $a \\equiv b\\equiv 2\\, (\\,\\textmd{mod}\\, 4)$) by an edge. In [I. Gutman, D. Vidovi\\'{c}, Quest for molecular graphs with maximal energy: a computer experiment, {\\it J. Chem. Inf. Sci.} {\\bf41}(2001), 1002--1005], Gutman and Vidovi\\'{c} conjectured that the bicyclic graph with maximal energy is $P^{6,6}_n$, for $n=14$ and $n\\geq 16$. In [X. Li, J. Zhang, On bicyclic graphs with maximal energy, {\\it Linear Algebra Appl.} {\\bf427}(2007), 87--98], Li and Zhang showed that the conjecture is true for graphs in the class $\\mathscr{B}_n$. However, they could not...
Solving planning-graph by compiling it into CSP Minh Binh Do & Subbarao Kambhampati
Kambhampati, Subbarao
Solving planning-graph by compiling it into CSP Minh Binh Do & Subbarao Kambhampati Department to adapt CSP search techniques into the backward search phase of Graphplan. This paper describes GP-CSP, a system that does planning by automati- cally converting Graphplan's planning graph into a CSP encoding
The structure of graphs with a vital linkage of Dillon Mayhew
Whittle, Geoff
The structure of graphs with a vital linkage of order 2 Dillon Mayhew Geoff Whittle Stefan H. M, each of which is a path. A linkage is vital if it spans all vertices, and no other linkage connects the same pairs of end vertices. We give a charac- terization of the graphs with a vital linkage of order 2
A lower bound for the tree-width of planar graphs with vital linkages
Adler, Isolde
A lower bound for the tree-width of planar graphs with vital linkages Isolde Adler, Philipp Klaus implementable. The algorithm uses a bound on the tree- width of graphs with vital linkages, and deletion with vital linkages, and for the size of the grid necessary for finding irrelevant vertices. 1 Introduction
Existence and stability of standing waves for the NLS equation on a tadpole graph
Pelinovsky, Dmitry
Existence and stability of standing waves for the NLS equation on a tadpole graph Dmitry Pelinovsky.00455. Series of papers on star graphs by Adami-Cacciapuoti-Finco-Noja: Scattering of solitons; Standing waves.Banica-L.Ignat (2011-2014). Classification of standing waves and computations of the bifurcation diagram on tadpole
Existence and stability of standing waves for the NLS equation on a tadpole graph
Pelinovsky, Dmitry
Existence and stability of standing waves for the NLS equation on a tadpole graph Dmitry Pelinovsky of solitons; Standing waves and stability (2011-14). Recent work by Adami-Serra-Tilli on nonexistence on trees (including star graphs) in V.Banica-L.Ignat (2011-2014). Classification of standing waves
AN SDP-BASED DIVIDE-AND-CONQUER ALGORITHM FOR LARGE SCALE NOISY ANCHOR-FREE GRAPH REALIZATION
Chuan, Toh Kim
-HANG Z. LEUNG AND KIM-CHUAN TOH Abstract. We propose the DISCO algorithm for graph realization in Rd
The curriculum prerequisite network: a tool for visualizing and analyzing academic curricula
Aldrich, Preston R
2014-01-01
This article advances the prerequisite network as a means to visualize the hidden structure in an academic curriculum. Network technologies have been used for some time now in social analyses and more recently in biology in the areas of genomics and systems biology. Here I treat the curriculum as a complex system with nodes representing courses and links between nodes the course prerequisites as readily obtained from a course catalogue. The resulting curriculum prerequisite network can be rendered as a directed acyclic graph, which has certain desirable analytical features. The curriculum is seen as partitioned into numerous isolated course groupings, the size of the groups varying considerably. Individual courses are seen serving very different roles in the overall organization, such as information sources, hubs, and bridges. This network represents the intrinsic, hard-wired constraints on the flow of information in a curriculum, and is the organizational context within which learning occurs.
SPOCS: Software for Predicting and Visualizing Orthology/Paralogy Relationships Among Genomes
Curtis, Darren S.; Phillips, Aaron R.; Callister, Stephen J.; Conlan, Sean; McCue, Lee Ann
2013-10-15
At the rate that prokaryotic genomes can now be generated, comparative genomics studies require a flexible method for quickly and accurately predicting orthologs among the rapidly changing set of genomes available. SPOCS implements a graph-based ortholog prediction method to generate a simple tab-delimited table of orthologs and in addition, html files that provide a visualization of the predicted ortholog/paralog relationships to which gene/protein expression metadata may be overlaid. AVAILABILITY AND IMPLEMENTATION: A SPOCS web application is freely available at http://cbb.pnnl.gov/portal/tools/spocs.html. Source code for Linux systems is also freely available under an open source license at http://cbb.pnnl.gov/portal/software/spocs.html; the Boost C++ libraries and BLAST are required.
Williams, Susan
Vertex-Colored Graphs, Bicycle Spaces and Mahler Measure Kalyn R. Lamey Daniel S. Silver Susan G to the bicycle space of the graph. For graphs G with a free Zd -action by automorphisms, C is a finitely identify the subspace C0 of based conservative vertex colorings with the bicycle space B of G. In section 3
Silver, Dan
Vertex-Colored Graphs, Bicycle Spaces and Mahler Measure Kalyn R. Lamey Daniel S. Silver Susan G to be isomorphic to the bicycle space of the graph. For graphs G with a free Zd -action by automorphisms, C C0 of based conservative vertex colorings with the bicycle space B of G. In section 3 we define
Discrete Mathematical Approaches to Graph-Based Traffic Analysis
Joslyn, Cliff A.; Cowley, Wendy E.; Hogan, Emilie A.; Olsen, Bryan K.
2014-04-01
Modern cyber defense and anlaytics requires general, formal models of cyber systems. Multi-scale network models are prime candidates for such formalisms, using discrete mathematical methods based in hierarchically-structured directed multigraphs which also include rich sets of labels. An exemplar of an application of such an approach is traffic analysis, that is, observing and analyzing connections between clients, servers, hosts, and actors within IP networks, over time, to identify characteristic or suspicious patterns. Towards that end, NetFlow (or more generically, IPFLOW) data are available from routers and servers which summarize coherent groups of IP packets flowing through the network. In this paper, we consider traffic analysis of Netflow using both basic graph statistics and two new mathematical measures involving labeled degree distributions and time interval overlap measures. We do all of this over the VAST test data set of 96M synthetic Netflow graph edges, against which we can identify characteristic patterns of simulated ground-truth network attacks.
INDDGO: Integrated Network Decomposition & Dynamic programming for Graph Optimization
Groer, Christopher S; Sullivan, Blair D; Weerapurage, Dinesh P
2012-10-01
It is well-known that dynamic programming algorithms can utilize tree decompositions to provide a way to solve some \\emph{NP}-hard problems on graphs where the complexity is polynomial in the number of nodes and edges in the graph, but exponential in the width of the underlying tree decomposition. However, there has been relatively little computational work done to determine the practical utility of such dynamic programming algorithms. We have developed software to construct tree decompositions using various heuristics and have created a fast, memory-efficient dynamic programming implementation for solving maximum weighted independent set. We describe our software and the algorithms we have implemented, focusing on memory saving techniques for the dynamic programming. We compare the running time and memory usage of our implementation with other techniques for solving maximum weighted independent set, including a commercial integer programming solver and a semi-definite programming solver. Our results indicate that it is possible to solve some instances where the underlying decomposition has width much larger than suggested by the literature. For certain types of problems, our dynamic programming code runs several times faster than these other methods.
Ocean Thermal Extractable Energy Visualization
Ascari, Matthew
2012-10-28
The Ocean Thermal Extractable Energy Visualization (OTEEV) project focuses on assessing the Maximum Practicably Extractable Energy (MPEE) from the world’s ocean thermal resources. MPEE is defined as being sustainable and technically feasible, given today’s state-of-the-art ocean energy technology. Under this project the OTEEV team developed a comprehensive Geospatial Information System (GIS) dataset and software tool, and used the tool to provide a meaningful assessment of MPEE from the global and domestic U.S. ocean thermal resources.
Visual-servoing optical microscopy
Callahan, Daniel E; Parvin, Bahram
2013-10-01
The present invention provides methods and devices for the knowledge-based discovery and optimization of differences between cell types. In particular, the present invention provides visual servoing optical microscopy, as well as analysis methods. The present invention provides means for the close monitoring of hundreds of individual, living cells over time; quantification of dynamic physiological responses in multiple channels; real-time digital image segmentation and analysis; intelligent, repetitive computer-applied cell stress and cell stimulation; and the ability to return to the same field of cells for long-term studies and observation. The present invention further provides means to optimize culture conditions for specific subpopulations of cells.
Visualizing Twenty Years of Applications
Potel, Mike; Wong, Pak C.
2014-11-01
This issue of IEEE Computer Graphics and Applications marks the 20th anniversary of the Applications department as a regular feature of the magazine. We thought it might be interesting to look back at the 20 years of Applications department articles to assess its evolution over that time. By aggregating all twenty years of articles and applying a little statistical and visual analytics, we’ve uncovered some interesting characteristics and trends we thought we’d share to mark this 20 year milestone.
Visual-servoing optical microscopy
Callahan, Daniel E. (Martinez, CA); Parvin, Bahram (Mill Valley, CA)
2011-05-24
The present invention provides methods and devices for the knowledge-based discovery and optimization of differences between cell types. In particular, the present invention provides visual servoing optical microscopy, as well as analysis methods. The present invention provides means for the close monitoring of hundreds of individual, living cells over time; quantification of dynamic physiological responses in multiple channels; real-time digital image segmentation and analysis; intelligent, repetitive computer-applied cell stress and cell stimulation; and the ability to return to the same field of cells for long-term studies and observation. The present invention further provides means to optimize culture conditions for specific subpopulations of cells.
Visual-servoing optical microscopy
Callahan, Daniel E. (Martinez, CA); Parvin, Bahram (Hercules, CA)
2009-06-09
The present invention provides methods and devices for the knowledge-based discovery and optimization of differences between cell types. In particular, the present invention provides visual servoing optical microscopy, as well as analysis methods. The present invention provides means for the close monitoring of hundreds of individual, living cells over time: quantification of dynamic physiological responses in multiple channels; real-time digital image segmentation and analysis; intelligent, repetitive computer-applied cell stress and cell stimulation; and the ability to return to the same field of cells for long-term studies and observation. The present invention further provides means to optimize culture conditions for specific subpopulations of cells.
Visual Analysis of Weblog Content
Gregory, Michelle L.; Payne, Deborah A.; McColgin, Dave; Cramer, Nick O.; Love, Douglas V.
2007-03-26
In recent years, one of the advances of the World Wide Web is social media and one of the fastest growing aspects of social media is the blogosphere. Blogs make content creation easy and are highly accessible through web pages and syndication. With their growing influence, a need has arisen to be able to monitor the opinions and insight revealed within their content. In this paper we describe a technical approach for analyzing the content of blog data using a visual analytic tool, IN-SPIRE, developed by Pacific Northwest National Laboratory. We highlight the capabilities of this tool that are particularly useful for information gathering from blog data.
Visual Resources | Open Energy Information
AFDC Printable Version Share this resource Send a link to EERE: Alternative Fuels Data Center Home Page to someone by E-mail Share EERE: Alternative Fuels Data Center Home Page on Facebook Tweet about EERE: Alternative Fuels Data Center Home Page on Twitter Bookmark EERE: Alternative Fuels Data Center Home Page on Google Bookmark EERE: Alternative Fuels Data Center Home Page on QA:QA J-E-1 SECTION JEnvironmental Jump to:EA EISTJThin FilmUnitedVairexVertVillage ofVirginia/WindVirtusVisionVisual
Visualization of Network Security Policy Evaluation
Ahlers, Volker - Fakultät IV
the sensor data as well as the configuration (policy) of a network security tool and its evaluation can help. The Interface for Metadata Access Points (IF-MAP) Specification by the Trusted Computing Group for standardized metadata exchange Data model: undirected graph with Identifiers, Metadata and Links Communication model
Mini-review of Electron Density Visualization
Adler, Joan; Adler, Omri; Kreif, Meytal; Cohen, Or; Grosso, Bastien; Hashibon, Adham; Cooper, Valentino R
2015-01-01
We describe both educational and research oriented examples of electronic density visualization with AViz. Several detailed cases are presented and the procedures for their preparation are described.
Data Analysis & Visualization | Neutron Science | ORNL
Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)
Data Analysis and Visualization As the data sets generated by the increasingly powerful neutron scattering instruments at HFIR and SNS grow ever more massive, the facilities'...
Neutron Data Analysis & Visualization | More Science | ORNL
Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)
Data Analysis and Visualization As the data sets generated by the increasingly powerful neutron scattering instruments at HFIR and SNS grow ever more massive, the facilities'...
Visualization of Microearthquake Data from Enhanced Geothermal...
Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)
Microearthquake Visualization of Microearthquake Data from Enhanced Geothermal Systems microearthquake.png We are working with geophysicists in the Earth Sciences Division (ESD) at...
Computational models of early visual processing layers
Shan, Honghao
2010-01-01
prevailing view of retinal processing. However, as discussedsimplified) model of retinal processing. A Retinal Codingretinal coding, the pre-cortical stage of visual processing,
Towards a Visual Turing Challenge
Mateusz Malinowski; Mario Fritz
2015-05-05
As language and visual understanding by machines progresses rapidly, we are observing an increasing interest in holistic architectures that tightly interlink both modalities in a joint learning and inference process. This trend has allowed the community to progress towards more challenging and open tasks and refueled the hope at achieving the old AI dream of building machines that could pass a turing test in open domains. In order to steadily make progress towards this goal, we realize that quantifying performance becomes increasingly difficult. Therefore we ask how we can precisely define such challenges and how we can evaluate different algorithms on this open tasks? In this paper, we summarize and discuss such challenges as well as try to give answers where appropriate options are available in the literature. We exemplify some of the solutions on a recently presented dataset of question-answering task based on real-world indoor images that establishes a visual turing challenge. Finally, we argue despite the success of unique ground-truth annotation, we likely have to step away from carefully curated dataset and rather rely on 'social consensus' as the main driving force to create suitable benchmarks. Providing coverage in this inherently ambiguous output space is an emerging challenge that we face in order to make quantifiable progress in this area.