Matches in SemOpenAlex for { <https://semopenalex.org/work/W2037865861> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2037865861 abstract "Individual classification models have recently been challenged by ensemble of classifiers, also known as multiple classifier system, which often shows better classification accuracy. In terms of merging the outputs of an ensemble of classifiers, classifier selection has not attracted as much attention as classifier fusion in the past, mainly because of its higher computational burden. In this paper, we propose a novel technique for improving classifier selection. In our method, the simple divide-and-conquer strategy is adapted in that a complex classification problem is divided into simpler binary sub-classification problems. The proposed ensemble classification technique has the following advantages: f) it requires much less computation than the existing ensemble classification methods. 2) It improves overall classification accuracy. 3) It is also suitable for tackling the classification problems which have a relatively large number of target classes. We conduct extensive experiments on a series of multi-class datasets from the UCI (University of California, Irvine) repository and compare several well-known classification approaches. The experimental results demonstrate the advanced performance of the proposed method." @default.
- W2037865861 created "2016-06-24" @default.
- W2037865861 creator A5073684788 @default.
- W2037865861 creator A5089218221 @default.
- W2037865861 date "2012-06-13" @default.
- W2037865861 modified "2023-10-06" @default.
- W2037865861 title "An efficient ensemble classification method based on novel classifier selection technique" @default.
- W2037865861 cites W124367838 @default.
- W2037865861 cites W1548783560 @default.
- W2037865861 cites W1608052929 @default.
- W2037865861 cites W1724442104 @default.
- W2037865861 cites W1988790447 @default.
- W2037865861 cites W2004918970 @default.
- W2037865861 cites W2023779506 @default.
- W2037865861 cites W2033353695 @default.
- W2037865861 cites W2042053856 @default.
- W2037865861 cites W2059582437 @default.
- W2037865861 cites W2098154993 @default.
- W2037865861 cites W2113242816 @default.
- W2037865861 cites W2135293965 @default.
- W2037865861 cites W2152761983 @default.
- W2037865861 cites W2158275940 @default.
- W2037865861 cites W2167917621 @default.
- W2037865861 cites W2168847089 @default.
- W2037865861 cites W2169139688 @default.
- W2037865861 cites W2487087946 @default.
- W2037865861 cites W2911964244 @default.
- W2037865861 cites W2912934387 @default.
- W2037865861 doi "https://doi.org/10.1145/2254129.2254157" @default.
- W2037865861 hasPublicationYear "2012" @default.
- W2037865861 type Work @default.
- W2037865861 sameAs 2037865861 @default.
- W2037865861 citedByCount "4" @default.
- W2037865861 countsByYear W20378658612015 @default.
- W2037865861 countsByYear W20378658612018 @default.
- W2037865861 countsByYear W20378658612020 @default.
- W2037865861 countsByYear W20378658612021 @default.
- W2037865861 crossrefType "proceedings-article" @default.
- W2037865861 hasAuthorship W2037865861A5073684788 @default.
- W2037865861 hasAuthorship W2037865861A5089218221 @default.
- W2037865861 hasConcept C106135958 @default.
- W2037865861 hasConcept C110083411 @default.
- W2037865861 hasConcept C11413529 @default.
- W2037865861 hasConcept C119857082 @default.
- W2037865861 hasConcept C12267149 @default.
- W2037865861 hasConcept C123860398 @default.
- W2037865861 hasConcept C124101348 @default.
- W2037865861 hasConcept C139532973 @default.
- W2037865861 hasConcept C153180895 @default.
- W2037865861 hasConcept C154945302 @default.
- W2037865861 hasConcept C40651066 @default.
- W2037865861 hasConcept C41008148 @default.
- W2037865861 hasConcept C45374587 @default.
- W2037865861 hasConcept C45942800 @default.
- W2037865861 hasConcept C66905080 @default.
- W2037865861 hasConcept C71559656 @default.
- W2037865861 hasConcept C95623464 @default.
- W2037865861 hasConceptScore W2037865861C106135958 @default.
- W2037865861 hasConceptScore W2037865861C110083411 @default.
- W2037865861 hasConceptScore W2037865861C11413529 @default.
- W2037865861 hasConceptScore W2037865861C119857082 @default.
- W2037865861 hasConceptScore W2037865861C12267149 @default.
- W2037865861 hasConceptScore W2037865861C123860398 @default.
- W2037865861 hasConceptScore W2037865861C124101348 @default.
- W2037865861 hasConceptScore W2037865861C139532973 @default.
- W2037865861 hasConceptScore W2037865861C153180895 @default.
- W2037865861 hasConceptScore W2037865861C154945302 @default.
- W2037865861 hasConceptScore W2037865861C40651066 @default.
- W2037865861 hasConceptScore W2037865861C41008148 @default.
- W2037865861 hasConceptScore W2037865861C45374587 @default.
- W2037865861 hasConceptScore W2037865861C45942800 @default.
- W2037865861 hasConceptScore W2037865861C66905080 @default.
- W2037865861 hasConceptScore W2037865861C71559656 @default.
- W2037865861 hasConceptScore W2037865861C95623464 @default.
- W2037865861 hasLocation W20378658611 @default.
- W2037865861 hasOpenAccess W2037865861 @default.
- W2037865861 hasPrimaryLocation W20378658611 @default.
- W2037865861 hasRelatedWork W1515350493 @default.
- W2037865861 hasRelatedWork W1933712933 @default.
- W2037865861 hasRelatedWork W194158874 @default.
- W2037865861 hasRelatedWork W1970518052 @default.
- W2037865861 hasRelatedWork W2046975922 @default.
- W2037865861 hasRelatedWork W2137567908 @default.
- W2037865861 hasRelatedWork W2498763439 @default.
- W2037865861 hasRelatedWork W3082655561 @default.
- W2037865861 hasRelatedWork W3164449650 @default.
- W2037865861 hasRelatedWork W2552802502 @default.
- W2037865861 isParatext "false" @default.
- W2037865861 isRetracted "false" @default.
- W2037865861 magId "2037865861" @default.
- W2037865861 workType "article" @default.