Matches in SemOpenAlex for { <https://semopenalex.org/work/W62747569> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W62747569 abstract "Support Vector Machines (SVMs) are a leading tool in classification and pattern recognition and the kernel function is one of its most important components. This function is used to map the input space into a high dimensional feature space. However, it can perform rather poorly when there are too many dimensions (e.g. for gene expression data) or when there is a lot of noise. In this paper, we investigate the suitability of using a new feature weighting scheme for SVM kernel functions, based on receiver operating characteristics (ROC). This strategy is clean, simple and surprisingly effective. We experimentally demonstrate that it can significantly and substantially boost classification performance, across a range of datasets." @default.
- W62747569 created "2016-06-24" @default.
- W62747569 creator A5011087366 @default.
- W62747569 creator A5031013029 @default.
- W62747569 creator A5059079664 @default.
- W62747569 creator A5069895484 @default.
- W62747569 creator A5087352562 @default.
- W62747569 date "2009-04-30" @default.
- W62747569 modified "2023-10-10" @default.
- W62747569 title "Feature Weighted SVMs Using Receiver Operating Characteristics" @default.
- W62747569 cites W1499467920 @default.
- W62747569 cites W1509565492 @default.
- W62747569 cites W1517117369 @default.
- W62747569 cites W1521843029 @default.
- W62747569 cites W1563088657 @default.
- W62747569 cites W1784695092 @default.
- W62747569 cites W1822284464 @default.
- W62747569 cites W1873885720 @default.
- W62747569 cites W1964151243 @default.
- W62747569 cites W1989085442 @default.
- W62747569 cites W1994807229 @default.
- W62747569 cites W1997903011 @default.
- W62747569 cites W2000252568 @default.
- W62747569 cites W2008233728 @default.
- W62747569 cites W2035051484 @default.
- W62747569 cites W2078669100 @default.
- W62747569 cites W2097839764 @default.
- W62747569 cites W2105405775 @default.
- W62747569 cites W2109363337 @default.
- W62747569 cites W2128985829 @default.
- W62747569 cites W2137496359 @default.
- W62747569 cites W2143426320 @default.
- W62747569 cites W2155653793 @default.
- W62747569 cites W2157825442 @default.
- W62747569 cites W2159400887 @default.
- W62747569 cites W2167689714 @default.
- W62747569 cites W237152311 @default.
- W62747569 cites W2486302791 @default.
- W62747569 cites W2982720039 @default.
- W62747569 cites W3009784374 @default.
- W62747569 cites W342299324 @default.
- W62747569 cites W56346394 @default.
- W62747569 cites W124232507 @default.
- W62747569 doi "https://doi.org/10.1137/1.9781611972795.43" @default.
- W62747569 hasPublicationYear "2009" @default.
- W62747569 type Work @default.
- W62747569 sameAs 62747569 @default.
- W62747569 citedByCount "10" @default.
- W62747569 countsByYear W627475692013 @default.
- W62747569 countsByYear W627475692014 @default.
- W62747569 countsByYear W627475692017 @default.
- W62747569 crossrefType "proceedings-article" @default.
- W62747569 hasAuthorship W62747569A5011087366 @default.
- W62747569 hasAuthorship W62747569A5031013029 @default.
- W62747569 hasAuthorship W62747569A5059079664 @default.
- W62747569 hasAuthorship W62747569A5069895484 @default.
- W62747569 hasAuthorship W62747569A5087352562 @default.
- W62747569 hasBestOaLocation W627475691 @default.
- W62747569 hasConcept C119857082 @default.
- W62747569 hasConcept C12267149 @default.
- W62747569 hasConcept C138885662 @default.
- W62747569 hasConcept C153180895 @default.
- W62747569 hasConcept C154945302 @default.
- W62747569 hasConcept C2776401178 @default.
- W62747569 hasConcept C41008148 @default.
- W62747569 hasConcept C41895202 @default.
- W62747569 hasConcept C52622490 @default.
- W62747569 hasConcept C58471807 @default.
- W62747569 hasConceptScore W62747569C119857082 @default.
- W62747569 hasConceptScore W62747569C12267149 @default.
- W62747569 hasConceptScore W62747569C138885662 @default.
- W62747569 hasConceptScore W62747569C153180895 @default.
- W62747569 hasConceptScore W62747569C154945302 @default.
- W62747569 hasConceptScore W62747569C2776401178 @default.
- W62747569 hasConceptScore W62747569C41008148 @default.
- W62747569 hasConceptScore W62747569C41895202 @default.
- W62747569 hasConceptScore W62747569C52622490 @default.
- W62747569 hasConceptScore W62747569C58471807 @default.
- W62747569 hasLocation W627475691 @default.
- W62747569 hasOpenAccess W62747569 @default.
- W62747569 hasPrimaryLocation W627475691 @default.
- W62747569 hasRelatedWork W2016461833 @default.
- W62747569 hasRelatedWork W2099369243 @default.
- W62747569 hasRelatedWork W2126100045 @default.
- W62747569 hasRelatedWork W2336974148 @default.
- W62747569 hasRelatedWork W2381773606 @default.
- W62747569 hasRelatedWork W2382607599 @default.
- W62747569 hasRelatedWork W3197541072 @default.
- W62747569 hasRelatedWork W4225360039 @default.
- W62747569 hasRelatedWork W2187500075 @default.
- W62747569 hasRelatedWork W2345184372 @default.
- W62747569 isParatext "false" @default.
- W62747569 isRetracted "false" @default.
- W62747569 magId "62747569" @default.
- W62747569 workType "article" @default.