Multi-class Boosting with Class Hierarchies
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
A Fast Ranking Algorithm for Predicting Gene Functions in Biomolecular Networks
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
| Hi-index | 3.84 |
Summary: 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 labeling 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. Availability: http://homes.dsi.unimi.it/~valenti/SW/hcgene/download/hcgene_1.0.tar.gz Contact: valentini@dsi.unimi.it Supplementary information: Supplementary data are available at http://homes.dsi.unimi.it/~valenti/SW/hcgene