skip to main content
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: δ-MAPS: from spatio-temporal data to a weighted and lagged network between functional domains

Authors:
ORCiD logo; ; ; ;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1462286
Grant/Contract Number:  
[SC0007143]
Resource Type:
Published Article
Journal Name:
Applied Network Science
Additional Journal Information:
[Journal Name: Applied Network Science Journal Volume: 3 Journal Issue: 1]; Journal ID: ISSN 2364-8228
Publisher:
Springer Science + Business Media
Country of Publication:
Country unknown/Code not available
Language:
English

Citation Formats

Fountalis, Ilias, Dovrolis, Constantine, Bracco, Annalisa, Dilkina, Bistra, and Keilholz, Shella. δ-MAPS: from spatio-temporal data to a weighted and lagged network between functional domains. Country unknown/Code not available: N. p., 2018. Web. doi:10.1007/s41109-018-0078-z.
Fountalis, Ilias, Dovrolis, Constantine, Bracco, Annalisa, Dilkina, Bistra, & Keilholz, Shella. δ-MAPS: from spatio-temporal data to a weighted and lagged network between functional domains. Country unknown/Code not available. doi:10.1007/s41109-018-0078-z.
Fountalis, Ilias, Dovrolis, Constantine, Bracco, Annalisa, Dilkina, Bistra, and Keilholz, Shella. Tue . "δ-MAPS: from spatio-temporal data to a weighted and lagged network between functional domains". Country unknown/Code not available. doi:10.1007/s41109-018-0078-z.
@article{osti_1462286,
title = {δ-MAPS: from spatio-temporal data to a weighted and lagged network between functional domains},
author = {Fountalis, Ilias and Dovrolis, Constantine and Bracco, Annalisa and Dilkina, Bistra and Keilholz, Shella},
abstractNote = {},
doi = {10.1007/s41109-018-0078-z},
journal = {Applied Network Science},
number = [1],
volume = [3],
place = {Country unknown/Code not available},
year = {2018},
month = {7}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
DOI: 10.1007/s41109-018-0078-z

Save / Share:

Works referenced in this record:

Identifying differentially expressed genes using false discovery rate controlling procedures
journal, February 2003


Barotropic Wave Propagation and Instability, and Atmospheric Teleconnection Patterns
journal, June 1983


Resting-state fMRI in the Human Connectome Project
journal, October 2013


An exploration of climate data using complex networks
journal, November 2010

  • Steinhaeuser, Karsten; Chawla, Nitesh V.; Ganguly, Auroop R.
  • ACM SIGKDD Explorations Newsletter, Vol. 12, Issue 1
  • DOI: 10.1145/1882471.1882476

Causal Discovery from Spatio-Temporal Data with Applications to Climate Science
conference, December 2014

  • Ebert-Uphoff, Imme; Deng, Yi
  • 2014 13th International Conference on Machine Learning and Applications (ICMLA)
  • DOI: 10.1109/ICMLA.2014.96

Fast and robust fixed-point algorithms for independent component analysis
journal, May 1999

  • Hyvarinen, A.
  • IEEE Transactions on Neural Networks, Vol. 10, Issue 3
  • DOI: 10.1109/72.761722

Uncovering the overlapping community structure of complex networks in nature and society
journal, June 2005

  • Palla, Gergely; Derényi, Imre; Farkas, Illés
  • Nature, Vol. 435, Issue 7043
  • DOI: 10.1038/nature03607

Region growing method for the analysis of functional MRI data
journal, September 2003


A whole brain fMRI atlas generated via spatially constrained spectral clustering
journal, July 2011

  • Craddock, R. Cameron; James, G. Andrew; Holtzheimer, Paul E.
  • Human Brain Mapping, Vol. 33, Issue 8
  • DOI: 10.1002/hbm.21333

A graph-based approach to find teleconnections in climate data
journal, April 2013

  • Kawale, Jaya; Liess, Stefan; Kumar, Arjun
  • Statistical Analysis and Data Mining, Vol. 6, Issue 3
  • DOI: 10.1002/sam.11181

Non-random correlation structures and dimensionality reduction in multivariate climate data
journal, July 2014


The organization of the human cerebral cortex estimated by intrinsic functional connectivity
journal, September 2011

  • Thomas Yeo, B. T.; Krienen, Fenna M.; Sepulcre, Jorge
  • Journal of Neurophysiology, Vol. 106, Issue 3
  • DOI: 10.1152/jn.00338.2011

Spatio-temporal network analysis for studying climate patterns
journal, March 2013

  • Fountalis, Ilias; Bracco, Annalisa; Dovrolis, Constantine
  • Climate Dynamics, Vol. 42, Issue 3-4
  • DOI: 10.1007/s00382-013-1729-5

A Cautionary Note on the Interpretation of EOFs
journal, January 2002


The backbone of the climate network
journal, August 2009


Normalized Cut Group Clustering of Resting-State fMRI Data
journal, April 2008


Estimating time delays for constructing dynamical networks
journal, January 2014


Clustering and domination in perfect graphs
journal, September 1984


The representation of the South Tropical Atlantic teleconnection to the Indian Ocean in the AR4 coupled models
journal, May 2011

  • Barimalala, Rondrotiana; Bracco, Annalisa; Kucharski, Fred
  • Climate Dynamics, Vol. 38, Issue 5-6
  • DOI: 10.1007/s00382-011-1082-5

Network inference with confidence from multivariate time series
journal, June 2009


Reliability of Inference of Directed Climate Networks Using Conditional Mutual Information
journal, May 2013

  • Hlinka, Jaroslav; Hartman, David; Vejmelka, Martin
  • Entropy, Vol. 15, Issue 12
  • DOI: 10.3390/e15062023

Parcellating connectivity in spatial maps
journal, January 2015

  • Baldassano, Christopher; Beck, Diane M.; Fei-Fei, Li
  • PeerJ, Vol. 3
  • DOI: 10.7717/peerj.784

Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century
journal, January 2003


The minimal preprocessing pipelines for the Human Connectome Project
journal, October 2013


Remote Sea Surface Temperature Variations during ENSO: Evidence for a Tropical Atmospheric Bridge
journal, April 1999


Finding Statistically Significant Communities in Networks
journal, April 2011


Probabilistic Independent Component Analysis for Functional Magnetic Resonance Imaging
journal, February 2004

  • Beckmann, C. F.; Smith, S. M.
  • IEEE Transactions on Medical Imaging, Vol. 23, Issue 2
  • DOI: 10.1109/TMI.2003.822821

Link communities reveal multiscale complexity in networks
journal, June 2010

  • Ahn, Yong-Yeol; Bagrow, James P.; Lehmann, Sune
  • Nature, Vol. 466, Issue 7307
  • DOI: 10.1038/nature09182

Rich-Club Organization of the Human Connectome
journal, November 2011


Functional Network Organization of the Human Brain
journal, November 2011


Community structure analysis in big climate data
conference, October 2014


Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science
journal, December 2010

  • Steinhaeuser, Karsten; Chawla, Nitesh V.; Ganguly, Auroop R.
  • Statistical Analysis and Data Mining, Vol. 4, Issue 5
  • DOI: 10.1002/sam.10100

Easy problems for tree-decomposable graphs
journal, June 1991


Analyzing spatio-temporal patterns of genuine cross-correlations
journal, August 2010


Spatially constrained hierarchical parcellation of the brain with resting-state fMRI
journal, August 2013


Simultaneous Denoising, Deconvolution, and Demixing of Calcium Imaging Data
journal, January 2016