Matches in SemOpenAlex for { <https://semopenalex.org/work/W2094400288> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2094400288 abstract "Ensemble learning has been successfully used in many areas, due to its powerful ability to solve complex problems. In recent years, some researchers have shown that ensemble of some learners instead of all individual learners could get better performances. However, how to select individual learners as diverse as possible is a very important issue. In this paper, a new diversity measure is proposed to achieve a better selection of individual learners. Different from the commonly used diversity measures, it makes full of the data distribution information provided by the cheap and abundant unlabeled data rather than the expensive and scarce labeled data in order to obtain the higher classification accuracy. The selection method based on the new diversity measure is simple in computation and independent of models. Experimental results demonstrate its good performances." @default.
- W2094400288 created "2016-06-24" @default.
- W2094400288 creator A5008783473 @default.
- W2094400288 creator A5011329844 @default.
- W2094400288 creator A5077075529 @default.
- W2094400288 creator A5077379573 @default.
- W2094400288 date "2012-07-01" @default.
- W2094400288 modified "2023-09-27" @default.
- W2094400288 title "A New Diverse Measure in Ensemble Learning Using Unlabeled Data" @default.
- W2094400288 cites W1578080815 @default.
- W2094400288 cites W1590261618 @default.
- W2094400288 cites W1967646346 @default.
- W2094400288 cites W1988790447 @default.
- W2094400288 cites W1995276998 @default.
- W2094400288 cites W2051794358 @default.
- W2094400288 cites W2061119986 @default.
- W2094400288 cites W2067885219 @default.
- W2094400288 cites W2084812512 @default.
- W2094400288 cites W2100128988 @default.
- W2094400288 cites W2113242816 @default.
- W2094400288 cites W2115629999 @default.
- W2094400288 cites W2135293965 @default.
- W2094400288 cites W2167055186 @default.
- W2094400288 cites W2911964244 @default.
- W2094400288 cites W2912934387 @default.
- W2094400288 doi "https://doi.org/10.1109/cicsyn.2012.14" @default.
- W2094400288 hasPublicationYear "2012" @default.
- W2094400288 type Work @default.
- W2094400288 sameAs 2094400288 @default.
- W2094400288 citedByCount "0" @default.
- W2094400288 crossrefType "proceedings-article" @default.
- W2094400288 hasAuthorship W2094400288A5008783473 @default.
- W2094400288 hasAuthorship W2094400288A5011329844 @default.
- W2094400288 hasAuthorship W2094400288A5077075529 @default.
- W2094400288 hasAuthorship W2094400288A5077379573 @default.
- W2094400288 hasConcept C111472728 @default.
- W2094400288 hasConcept C11413529 @default.
- W2094400288 hasConcept C119857082 @default.
- W2094400288 hasConcept C124101348 @default.
- W2094400288 hasConcept C138885662 @default.
- W2094400288 hasConcept C144024400 @default.
- W2094400288 hasConcept C154945302 @default.
- W2094400288 hasConcept C19165224 @default.
- W2094400288 hasConcept C2780009758 @default.
- W2094400288 hasConcept C2780586882 @default.
- W2094400288 hasConcept C2781316041 @default.
- W2094400288 hasConcept C41008148 @default.
- W2094400288 hasConcept C45374587 @default.
- W2094400288 hasConcept C45942800 @default.
- W2094400288 hasConcept C81917197 @default.
- W2094400288 hasConceptScore W2094400288C111472728 @default.
- W2094400288 hasConceptScore W2094400288C11413529 @default.
- W2094400288 hasConceptScore W2094400288C119857082 @default.
- W2094400288 hasConceptScore W2094400288C124101348 @default.
- W2094400288 hasConceptScore W2094400288C138885662 @default.
- W2094400288 hasConceptScore W2094400288C144024400 @default.
- W2094400288 hasConceptScore W2094400288C154945302 @default.
- W2094400288 hasConceptScore W2094400288C19165224 @default.
- W2094400288 hasConceptScore W2094400288C2780009758 @default.
- W2094400288 hasConceptScore W2094400288C2780586882 @default.
- W2094400288 hasConceptScore W2094400288C2781316041 @default.
- W2094400288 hasConceptScore W2094400288C41008148 @default.
- W2094400288 hasConceptScore W2094400288C45374587 @default.
- W2094400288 hasConceptScore W2094400288C45942800 @default.
- W2094400288 hasConceptScore W2094400288C81917197 @default.
- W2094400288 hasLocation W20944002881 @default.
- W2094400288 hasOpenAccess W2094400288 @default.
- W2094400288 hasPrimaryLocation W20944002881 @default.
- W2094400288 hasRelatedWork W2007531958 @default.
- W2094400288 hasRelatedWork W2107213321 @default.
- W2094400288 hasRelatedWork W2116955663 @default.
- W2094400288 hasRelatedWork W2133767892 @default.
- W2094400288 hasRelatedWork W2160326647 @default.
- W2094400288 hasRelatedWork W2289913459 @default.
- W2094400288 hasRelatedWork W2547593867 @default.
- W2094400288 hasRelatedWork W2553166919 @default.
- W2094400288 hasRelatedWork W2601447301 @default.
- W2094400288 hasRelatedWork W2602516395 @default.
- W2094400288 hasRelatedWork W2811120218 @default.
- W2094400288 hasRelatedWork W2923375803 @default.
- W2094400288 hasRelatedWork W2962970583 @default.
- W2094400288 hasRelatedWork W2970602317 @default.
- W2094400288 hasRelatedWork W3003492572 @default.
- W2094400288 hasRelatedWork W3006966862 @default.
- W2094400288 hasRelatedWork W3035269684 @default.
- W2094400288 hasRelatedWork W3090986316 @default.
- W2094400288 hasRelatedWork W3127691552 @default.
- W2094400288 hasRelatedWork W3160925031 @default.
- W2094400288 isParatext "false" @default.
- W2094400288 isRetracted "false" @default.
- W2094400288 magId "2094400288" @default.
- W2094400288 workType "article" @default.