Matches in SemOpenAlex for { <https://semopenalex.org/work/W2039948756> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2039948756 endingPage "10" @default.
- W2039948756 startingPage "1" @default.
- W2039948756 abstract "The classification of cancers from gene expression profiles is a challenging research area in bioinformatics since the high dimensionality of microarray data results in irrelevant and redundant information that affects the performance of classification. This paper proposes using an evolutionary algorithm to select relevant gene subsets in order to further use them for the classification task. This is achieved by combining valuable results from different feature ranking methods into feature pools whose dimensionality is reduced by a wrapper approach involving a genetic algorithm and SVM classifier. Specifically, the GA explores the space defined by each feature pool looking for solutions that balance the size of the feature subsets and their classification accuracy. Experiments demonstrate that the proposed method provide good results in comparison to different state of art methods for the classification of microarray data." @default.
- W2039948756 created "2016-06-24" @default.
- W2039948756 creator A5004152189 @default.
- W2039948756 creator A5037125762 @default.
- W2039948756 date "2009-07-22" @default.
- W2039948756 modified "2023-10-15" @default.
- W2039948756 title "An Evolutionary Method for Combining Different Feature Selection Criteria in Microarray Data Classification" @default.
- W2039948756 cites W1727290854 @default.
- W2039948756 cites W1974760395 @default.
- W2039948756 cites W1978392040 @default.
- W2039948756 cites W2017337590 @default.
- W2039948756 cites W2022441134 @default.
- W2039948756 cites W2040884411 @default.
- W2039948756 cites W2100253618 @default.
- W2039948756 cites W2102831150 @default.
- W2039948756 cites W2108728387 @default.
- W2039948756 cites W2109363337 @default.
- W2039948756 cites W2119387367 @default.
- W2039948756 cites W2139151957 @default.
- W2039948756 cites W2140077863 @default.
- W2039948756 cites W2143426320 @default.
- W2039948756 cites W2154047522 @default.
- W2039948756 doi "https://doi.org/10.1155/2009/803973" @default.
- W2039948756 hasPublicationYear "2009" @default.
- W2039948756 type Work @default.
- W2039948756 sameAs 2039948756 @default.
- W2039948756 citedByCount "18" @default.
- W2039948756 countsByYear W20399487562012 @default.
- W2039948756 countsByYear W20399487562013 @default.
- W2039948756 countsByYear W20399487562014 @default.
- W2039948756 countsByYear W20399487562020 @default.
- W2039948756 crossrefType "journal-article" @default.
- W2039948756 hasAuthorship W2039948756A5004152189 @default.
- W2039948756 hasAuthorship W2039948756A5037125762 @default.
- W2039948756 hasBestOaLocation W20399487561 @default.
- W2039948756 hasConcept C104317684 @default.
- W2039948756 hasConcept C110083411 @default.
- W2039948756 hasConcept C111030470 @default.
- W2039948756 hasConcept C119857082 @default.
- W2039948756 hasConcept C12267149 @default.
- W2039948756 hasConcept C124101348 @default.
- W2039948756 hasConcept C138885662 @default.
- W2039948756 hasConcept C148483581 @default.
- W2039948756 hasConcept C150194340 @default.
- W2039948756 hasConcept C153180895 @default.
- W2039948756 hasConcept C154945302 @default.
- W2039948756 hasConcept C189430467 @default.
- W2039948756 hasConcept C2776401178 @default.
- W2039948756 hasConcept C41008148 @default.
- W2039948756 hasConcept C41895202 @default.
- W2039948756 hasConcept C52622490 @default.
- W2039948756 hasConcept C55493867 @default.
- W2039948756 hasConcept C8415881 @default.
- W2039948756 hasConcept C86803240 @default.
- W2039948756 hasConcept C95623464 @default.
- W2039948756 hasConceptScore W2039948756C104317684 @default.
- W2039948756 hasConceptScore W2039948756C110083411 @default.
- W2039948756 hasConceptScore W2039948756C111030470 @default.
- W2039948756 hasConceptScore W2039948756C119857082 @default.
- W2039948756 hasConceptScore W2039948756C12267149 @default.
- W2039948756 hasConceptScore W2039948756C124101348 @default.
- W2039948756 hasConceptScore W2039948756C138885662 @default.
- W2039948756 hasConceptScore W2039948756C148483581 @default.
- W2039948756 hasConceptScore W2039948756C150194340 @default.
- W2039948756 hasConceptScore W2039948756C153180895 @default.
- W2039948756 hasConceptScore W2039948756C154945302 @default.
- W2039948756 hasConceptScore W2039948756C189430467 @default.
- W2039948756 hasConceptScore W2039948756C2776401178 @default.
- W2039948756 hasConceptScore W2039948756C41008148 @default.
- W2039948756 hasConceptScore W2039948756C41895202 @default.
- W2039948756 hasConceptScore W2039948756C52622490 @default.
- W2039948756 hasConceptScore W2039948756C55493867 @default.
- W2039948756 hasConceptScore W2039948756C8415881 @default.
- W2039948756 hasConceptScore W2039948756C86803240 @default.
- W2039948756 hasConceptScore W2039948756C95623464 @default.
- W2039948756 hasLocation W20399487561 @default.
- W2039948756 hasLocation W20399487562 @default.
- W2039948756 hasLocation W20399487563 @default.
- W2039948756 hasOpenAccess W2039948756 @default.
- W2039948756 hasPrimaryLocation W20399487561 @default.
- W2039948756 hasRelatedWork W1558093653 @default.
- W2039948756 hasRelatedWork W2041636156 @default.
- W2039948756 hasRelatedWork W2126100045 @default.
- W2039948756 hasRelatedWork W2130958339 @default.
- W2039948756 hasRelatedWork W2160451891 @default.
- W2039948756 hasRelatedWork W2336974148 @default.
- W2039948756 hasRelatedWork W2381773606 @default.
- W2039948756 hasRelatedWork W3200179079 @default.
- W2039948756 hasRelatedWork W2187500075 @default.
- W2039948756 hasRelatedWork W2345184372 @default.
- W2039948756 hasVolume "2009" @default.
- W2039948756 isParatext "false" @default.
- W2039948756 isRetracted "false" @default.
- W2039948756 magId "2039948756" @default.
- W2039948756 workType "article" @default.