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» A factor analysis model for functional genomics
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NIPS
2003
13 years 9 months ago
ICA-based Clustering of Genes from Microarray Expression Data
We propose an unsupervised methodology using independent component analysis (ICA) to cluster genes from DNA microarray data. Based on an ICA mixture model of genomic expression pa...
Su-In Lee, Serafim Batzoglou
CSB
2005
IEEE
130views Bioinformatics» more  CSB 2005»
14 years 1 months ago
iSimBioSys: An "In Silico" Discrete Event Simulation Framework for Modeling Biological Systems
The genome projects have provided comprehensive information about the basic building blocks of life. The next challenge is to understand how biological functions emerge from compl...
Samik Ghosh, Preetam Ghosh, Kalyan Basu, Sajal K. ...
BIOINFORMATICS
2005
169views more  BIOINFORMATICS 2005»
13 years 8 months ago
A statistical model providing comprehensive predictions for the mRNA differential display
s Dirk Tremmel, Maximilian Tropschug N. crassa FKBP22 is part of a protein folding helper complex in the ER [oral presentation] Manuela Heiner A carbamate-cleaving catalytic antibo...
David Meintrup, Ellen Reisinger
RECOMB
2001
Springer
14 years 14 days ago
Extracting structural information using time-frequency analysis of protein NMR data
High-throughput, data-directed computational protocols for Structural Genomics (or Proteomics) are required in order to evaluate the protein products of genes for structure and fu...
Christopher James Langmead, Bruce Randall Donald
CIBCB
2007
IEEE
14 years 1 days ago
Associative Artificial Neural Network for Discovery of Highly Correlated Gene Groups Based on Gene Ontology and Gene Expression
Abstract-- The advance of high-throughput experimental technologies poses continuous challenges to computational data analysis in functional and comparative genomics studies. Gene ...
Ji He, Xinbin Dai, Xuechun Zhao