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Automatic assignment of prokaryotic genes to functional categories using literature profiling.
(Public Library of Science, 2014)
Formal modeling of Gene Ontology annotation predictions based on factor graphs
(IOP Publishing, 2016-09)
Gene Ontology (GO) is a hierarchical vocabulary for gene product annotation. Its synergy with machine learning classification methods has been widely used for the prediction of protein functions. Current classification ...
RANDOM-SET METHODS IDENTIFY DISTINCT ASPECTS OF THE ENRICHMENT SIGNAL IN GENE-SET ANALYSIS
(INST MATHEMATICAL STATISTICS, 2007)
A prespecified set of genes may be enriched, to varying degrees, for genes that have altered expression levels relative to two or more states of a cell. Knowing the enrichment of gene sets defined by functional categories. ...
Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions
(Association for Computing Machinery Special Interest Group on Genetic and Evolutionary Computation - ACM SIGEVOVancouver, 2014-07)
Hierarchical Multi-Label Classification (HMC) is a complex classification problem where instances can be classified into many classes simultaneously, and these classes are organized in a hierarchical structure, having ...
GO Explorer: a gene-ontology tool to aid in the interpretation of shotgun proteomics data
(BioMed Central, 2019)
A UML profile for the OBO relation ontology
(2012-10-19)
Background: Ontologies have increasingly been used in the biomedical domain, which has prompted the emergence of different initiatives to facilitate their development and integration. The Open Biological and Biomedical ...
A UML profile for the OBO relation ontology
(BioMed Central, 2012-10-19)
Abstract
Background
Ontologies have increasingly been used in the biomedical domain, which has prompted the emergence of different initiatives to facilitate their development ...
A UML profile for the OBO relation ontology
(2012-10-19)
Abstract
Background
Ontologies have increasingly been used in the biomedical domain, which has prompted the emergence of different initiatives to facilitate their development ...