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

Title: A Parallel EM Algorithm for Model-Based Clustering Applied to the Exploration of Large Spatio-Temporal Data

Journal Article · · Technometrics

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF)
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
DE-AC05-00OR22725
OSTI ID:
1096312
Journal Information:
Technometrics, Vol. 55, Issue 4; ISSN 0040-1706
Publisher:
Taylor & Francis
Country of Publication:
United States
Language:
English

References (20)

Algorithms and Theory of Computation Handbook book November 1998
Model-based cluster and discriminant analysis with the MIXMOD software journal November 2006
Massive Dataset Analysis for NASA’s Atmospheric Infrared Sounder journal February 2012
Model-based clustering of regression time series data via APECM-an AECM algorithm sung to an even faster beat journal November 2011
The SPMD Model: Past, Present and Future book January 2001
Model-Based Clustering, Discriminant Analysis, and Density Estimation journal June 2002
Observed coherent changes in climatic extremes during the second half of the twentieth century journal January 2002
The Elements of Statistical Learning book January 2009
Comparing partitions journal December 1985
Response of precipitation extremes to idealized global warming in an aqua-planet climate model: towards a robust projection across different horizontal resolutions journal January 2011
Impact of horizontal resolution on simulation of precipitation extremes in an aqua-planet version of Community Atmospheric Model (CAM3) journal January 2011
Initializing Partition-Optimization Algorithms journal January 2009
Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models journal March 2010
Efficient estimation in model-based clustering of Gaussian regression time series journal March 2012
MixSim : An R Package for Simulating Data to Study Performance of Clustering Algorithms journal January 2012
Finite mixture models and model-based clustering journal January 2010
Maximum likelihood estimation via the ECM algorithm: A general framework journal January 1993
The EM Algorithm-an Old Folk-song Sung to a Fast New Tune journal August 1997
Understanding GPU Programming for Statistical Computation: Studies in Massively Parallel Massive Mixtures journal January 2010
ggplot2 book January 2009