Reconstructing transcriptional regulatory networks by probabilistic network component analysis

2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013

Volumn , Issue , 2013, Pages 96-105

  Gu, Jinghua ^a   Xuan, Jianhua ^a   Wang, Xiao ^a   Shajahan, Ayesha N ^b   Hilakivi Clarke, Leena ^b   Clarke, Robert ^b  

^a VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

^b GEORGETOWN UNIVERSITY   (United States)

Author keywords

Constrained optimization; Gene regulatory networks; Gibbs sampling; Multivariate linear regression; Network component analysis

Indexed keywords

BERNOULLI RANDOM VARIABLES; GENE REGULATORY NETWORKS; GIBBS SAMPLING; MULTIVARIATE LINEAR REGRESSIONS; NETWORK COMPONENT ANALYSIS; POSTERIOR DISTRIBUTIONS; ROBUSTNESS AGAINST NOISE; TRANSCRIPTIONAL REGULATORY NETWORKS;

BIOINFORMATICS; CELL CULTURE; CELLS; COMPLEX NETWORKS; CONSTRAINED OPTIMIZATION; GENE EXPRESSION; ITERATIVE METHODS; MATRIX ALGEBRA;

NETWORK COMPONENTS;

EID: 84888194934     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2506583.2506599     Document Type: Conference Paper

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