A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms


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


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