PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

HCGene: a software tool to support the hierarchical classification of genes
Giorgio Valentini and Nicolò Cesa-Bianchi
Bioinformatics Volume 24, Number 5, pp. 729-731, 2008.

This is the latest version of this eprint.

Abstract

The R package HCGene (Hierarchical Classification of Genes) implements methods to process and analyze the Gene Ontology and the FunCat taxonomy in order to support the functional classification of genes. HCGene allows the extraction of subgraphs and subtrees related to specific biological problems, the labelling of genes and gene products with multiple and hierarchical functional classes, and the association of different types of bio-molecular data to genes for learning to predict their functions.

EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
ID Code:4310
Deposited By:Giorgio Valentini
Deposited On:13 March 2009

Available Versions of this Item