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 represents a challenging case of hierarchical classification, since its terms are organised in a direct acyclic graph fashion where a term can have more than one parent — in contrast to… (More)
DOI: 10.1007/978-3-642-01184-9_7

Topics

1 Figure or Table

Statistics

02040201520162017
Citations per Year

Citation Velocity: 11

Averaging 11 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.

Slides referencing similar topics