Matches in SemOpenAlex for { <https://semopenalex.org/work/W1566329458> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W1566329458 abstract "In the field of data mining (DM), feature selection is one of the basic strategies handling with high-dimensionality problems. This paper makes a review of current methods of feature selection and proposes a unified strategy of feature selection, which divides overall procedures of feature selection into two stages, first to determine the FIF (Feature Important Factor) of features according to DM tasks, second to select features according to FIF. For classifying problems, we propose a new method for determining FIF based on decision trees and provide practical suggestion for feature selection. Through analysis on experiments conducted on UCI datasets, such a unified strategy of feature selection is proven to be effective and efficient." @default.
- W1566329458 created "2016-06-24" @default.
- W1566329458 creator A5018814025 @default.
- W1566329458 creator A5021178816 @default.
- W1566329458 creator A5041928105 @default.
- W1566329458 creator A5081973419 @default.
- W1566329458 creator A5084565580 @default.
- W1566329458 date "2006-01-01" @default.
- W1566329458 modified "2023-09-25" @default.
- W1566329458 title "A Unified Strategy of Feature Selection" @default.
- W1566329458 cites W1565377632 @default.
- W1566329458 cites W1570448133 @default.
- W1566329458 cites W1586444875 @default.
- W1566329458 cites W1938740620 @default.
- W1566329458 cites W2005861721 @default.
- W1566329458 cites W2133462743 @default.
- W1566329458 cites W2153736474 @default.
- W1566329458 cites W2966207845 @default.
- W1566329458 doi "https://doi.org/10.1007/11811305_50" @default.
- W1566329458 hasPublicationYear "2006" @default.
- W1566329458 type Work @default.
- W1566329458 sameAs 1566329458 @default.
- W1566329458 citedByCount "1" @default.
- W1566329458 crossrefType "book-chapter" @default.
- W1566329458 hasAuthorship W1566329458A5018814025 @default.
- W1566329458 hasAuthorship W1566329458A5021178816 @default.
- W1566329458 hasAuthorship W1566329458A5041928105 @default.
- W1566329458 hasAuthorship W1566329458A5081973419 @default.
- W1566329458 hasAuthorship W1566329458A5084565580 @default.
- W1566329458 hasConcept C111030470 @default.
- W1566329458 hasConcept C119857082 @default.
- W1566329458 hasConcept C124101348 @default.
- W1566329458 hasConcept C138885662 @default.
- W1566329458 hasConcept C148483581 @default.
- W1566329458 hasConcept C153180895 @default.
- W1566329458 hasConcept C154945302 @default.
- W1566329458 hasConcept C16811321 @default.
- W1566329458 hasConcept C199360897 @default.
- W1566329458 hasConcept C202444582 @default.
- W1566329458 hasConcept C2776401178 @default.
- W1566329458 hasConcept C2781039887 @default.
- W1566329458 hasConcept C33923547 @default.
- W1566329458 hasConcept C41008148 @default.
- W1566329458 hasConcept C41895202 @default.
- W1566329458 hasConcept C70518039 @default.
- W1566329458 hasConcept C81917197 @default.
- W1566329458 hasConcept C9652623 @default.
- W1566329458 hasConceptScore W1566329458C111030470 @default.
- W1566329458 hasConceptScore W1566329458C119857082 @default.
- W1566329458 hasConceptScore W1566329458C124101348 @default.
- W1566329458 hasConceptScore W1566329458C138885662 @default.
- W1566329458 hasConceptScore W1566329458C148483581 @default.
- W1566329458 hasConceptScore W1566329458C153180895 @default.
- W1566329458 hasConceptScore W1566329458C154945302 @default.
- W1566329458 hasConceptScore W1566329458C16811321 @default.
- W1566329458 hasConceptScore W1566329458C199360897 @default.
- W1566329458 hasConceptScore W1566329458C202444582 @default.
- W1566329458 hasConceptScore W1566329458C2776401178 @default.
- W1566329458 hasConceptScore W1566329458C2781039887 @default.
- W1566329458 hasConceptScore W1566329458C33923547 @default.
- W1566329458 hasConceptScore W1566329458C41008148 @default.
- W1566329458 hasConceptScore W1566329458C41895202 @default.
- W1566329458 hasConceptScore W1566329458C70518039 @default.
- W1566329458 hasConceptScore W1566329458C81917197 @default.
- W1566329458 hasConceptScore W1566329458C9652623 @default.
- W1566329458 hasLocation W15663294581 @default.
- W1566329458 hasOpenAccess W1566329458 @default.
- W1566329458 hasPrimaryLocation W15663294581 @default.
- W1566329458 hasRelatedWork W2085949256 @default.
- W1566329458 hasRelatedWork W2606073172 @default.
- W1566329458 hasRelatedWork W2943560007 @default.
- W1566329458 hasRelatedWork W2955698379 @default.
- W1566329458 hasRelatedWork W2999211700 @default.
- W1566329458 hasRelatedWork W3039782326 @default.
- W1566329458 hasRelatedWork W3107474891 @default.
- W1566329458 hasRelatedWork W3134154544 @default.
- W1566329458 hasRelatedWork W3186419638 @default.
- W1566329458 hasRelatedWork W3201720912 @default.
- W1566329458 isParatext "false" @default.
- W1566329458 isRetracted "false" @default.
- W1566329458 magId "1566329458" @default.
- W1566329458 workType "book-chapter" @default.