Scalable Parallel Implementation of Bayesian Network to Junction Tree Conversion for Exact Inference

Authors:
Vasanth Krishna Namasivayam;Animesh Pathak;Viktor K. Prasanna
Affiliations:
University of Southern California, Los Angeles, USA;University of Southern California, Los Angeles, USA;University of Southern California, Los Angeles, USA
Venue:
SBAC-PAD '06 Proceedings of the 18th International Symposium on Computer Architecture and High Performance Computing
Year:
2006

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Abstract

Analyzing gene expression patterns is becoming a highly relevant task in the Bioinformatics area. This analysis makes it possible to determine the behavior patterns of genes under various conditions, a fundamental information for treating diseases, among ...