Computational algorithms to predict Gene Ontology annotations

Background Gene function annotations, which are associations between a gene and a term of a controlled vocabulary describing gene functional features, are of paramount importance in modern biology. Datasets of these annotations, such as the ones provided by the Gene Ontology Consortium, are used to...

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Bibliographic Details
Published in:	BMC bioinformatics Vol. 16; no. Suppl 6; p. S4
Main Authors:	Pinoli, Pietro, Chicco, Davide, Masseroli, Marco
Format:	Journal Article
Language:	English
Published:	London BioMed Central 17.04.2015
Subjects:	Algorithms Animals Bioinformatics Biomedical and Life Sciences Cluster Analysis Computational Biology - methods Computational Biology/Bioinformatics Computer Appl. in Life Sciences Drosophila melanogaster - genetics Drosophila Proteins - genetics Gene Ontology Life Sciences Microarrays Molecular Sequence Annotation biomolecular annotations gene clustering Truncated Singular Value Decomposition Probabilistic Latent Semantic Analysis weighting schemes Gene Ontology Receiver Operating Characteristic
ISSN:	1471-2105, 1471-2105
Online Access:	Get full text
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