Exploiting ontology graph for predicting sparsely annotated gene function
Wang S, Cho H, Zhai C, Berger B, Peng J. Exploiting ontology graph for predicting sparsely annotated gene function. Bioinformatics 2015, 31: i357-i364. PMID: 26072504, PMCID: PMC4542782, DOI: 10.1093/bioinformatics/btv260.Peer-Reviewed Original ResearchConceptsFunction prediction algorithmsPrediction algorithmVariety of algorithmsFunctional labelsOntology graphCross-validation experimentsOverfitting problemGraph structurePrevious stateGene functionAlgorithmAnnotation catalogsTens of thousandsMolecular interaction networksFunction predictionOntology databasePoor predictive performanceAnnotationLabelsPredictive performanceGene Ontology databaseInformationLarge numberGO termsInteraction networks