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Critical Assessment of Function Annotation / K-nearest neighbor algorithm / BLAST / Protein function prediction / EVA / Sequence alignment / Bioinformatics / Science / Biology


Lan et al. BMC Bioinformatics 2013, 14(Suppl 3):S8 http://www.biomedcentral.comS3/S8 PROCEEDINGS Open Access
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Document Date: 2013-03-27 20:51:56

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Montreal / Vienna / /

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Google / Morgan Kaufmann Publishers Inc / Affymetrix / Springer-Verlag New York Inc / Pearson / BioMed Central Ltd. / Owen AB / Kao / Creative Commons / /

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Austria / United States / Canada / /

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Temple University / Indiana University / /

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protein database search programs / proposed function prediction algorithms / protein function prediction algorithms / final algorithm / sequence comparison tools / Nature biotechnology / target network / optimization tools / baseline algorithms / proposed multi-source kNN algorithms / composite network / prediction algorithms / kNN algorithm / pre-processing / online submission / k-nearest neighbor algorithm / be solved using standard optimization tools / /

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diseases / /

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Department of Computer and Information Sciences / BP GO / National Science Foundation / National Academy of Sciences / Indiana University / Temple University / Philadelphia / /

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Liang Lan / Slobodan Vucetic / Predrag Radivojac / Gene Ontology / /

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Butler / Brown MP / /

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Affymetrix GPL96 / TermAUC / Affymetrix GPL96 Platform / /

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Quebec / Pennsylvania / /

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Machine Learning / Proceedings of the National Academy of Sciences / /

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k-NN algorithm / MS-kNN algorithm / Bioinformatics / following 3 baseline algorithms / biotechnology / MS-kNN algorithms / protein function prediction algorithms / proposed algorithms / Machine learning / prediction algorithms / k-nearest neighbor algorithm / resulting algorithm / baseline algorithms / DNA Chip / gene expression / proposed function prediction algorithms / final algorithm / kNN algorithm / proposed multi-source kNN algorithms / /

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www.biomedcentral.com/submit / http /

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