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Hierarchical Gene Selection and Genetic Fuzzy System for Cancer Microarray Data Classification

This paper introduces a novel approach to gene selection based on a substantial modification of analytic hierarchy process (AHP). The modified AHP systematically integrates outcomes of individual filter methods to select the most informative genes for microarray classification. Five individual ranki...

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Veröffentlicht in:PLoS One
Hauptverfasser: Nguyen, Thanh, Khosravi, Abbas, Creighton, Douglas, Nahavandi, Saeid
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2015
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4378968/
https://ncbi.nlm.nih.gov/pubmed/25823003
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0120364
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