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» Predicting Gene Function from Gene Expressions and Ontologie...
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EVOW
2009
Springer
14 years 20 days ago
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms
Abstract. This paper proposes a novel Ant Colony Optimisation algorithm for the hierarchical problem of predicting protein functions using the Gene Ontology (GO). The GO structure ...
Fernando E. B. Otero, Alex Alves Freitas, Colin G....
GCB
2005
Springer
98views Biometrics» more  GCB 2005»
14 years 2 months ago
Composite Module Analyst: A Fitness-Based Tool for Prediction of Transcription Regulation
: Functionally related genes involved in the same molecular-genetic, biochemical, or physiological process are often regulated coordinately Such regulation is provided by precisely...
Alexander E. Kel, Tatiana Konovalova, Tagir Valeev...
BMCBI
2011
13 years 3 months ago
Appearance frequency modulated gene set enrichment testing
Background: Gene set enrichment testing has helped bridge the gap from an individual gene to a systems biology interpretation of microarray data. Although gene sets are defined a ...
Jun Ma, Maureen A. Sartor, H. V. Jagadish
RECOMB
2005
Springer
14 years 2 months ago
Examination of the tRNA Adaptation Index as a Predictor of Protein Expression Levels
Phenotypic differences between closely-related species may arise from differential expression regimes, rather than different gene complements. Knowledge of cellular protein levels ...
Orna Man, Joel L. Sussman, Yitzhak Pilpel
BMCBI
2007
131views more  BMCBI 2007»
13 years 9 months ago
FUNC: a package for detecting significant associations between gene sets and ontological annotations
Background: Genome-wide expression, sequence and association studies typically yield large sets of gene candidates, which must then be further analysed and interpreted. Informatio...
Kay Prüfer, Bjoern Muetzel, Hong Hai Do, Gunt...