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Self-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiers

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dc.contributor.authorXue, Yu
dc.contributor.authorTang, Tao
dc.contributor.authorPang, Wei
dc.contributor.authorLiu, Alex X
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)en
dc.date.accessioned2020-12-23T00:09:04Z
dc.date.available2020-12-23T00:09:04Z
dc.date.embargoedUntil2020-12-23
dc.date.issued2020-03
dc.descriptionThis work was partially supported by the National Natural Science Foundation of China (61403206, 61876089,61876185), the Natural Science Foundation of Jiangsu Province (BK20141005), the Natural Science Foundation of the Jiangsu Higher Education Institutions of China (14KJB520025), the Engineering Research Center of Digital Forensics, Ministry of Education, and the Priority Academic Program Development of Jiangsu Higher Education Institutions.en
dc.description.statusPeer revieweden
dc.format.extent12
dc.format.extent6095071
dc.identifier153510260
dc.identifier7057bd9e-b439-4613-8dc8-d3a876e97254
dc.identifier85077051695
dc.identifier000515094200050
dc.identifier.citationXue, Y, Tang, T, Pang, W & Liu, A X 2020, 'Self-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiers', Applied Soft Computing, vol. 88, 106031. https://doi.org/10.1016/j.asoc.2019.106031en
dc.identifier.doi10.1016/j.asoc.2019.106031
dc.identifier.issn1568-4946
dc.identifier.otherORCID: /0000-0002-1761-6659/work/79064089
dc.identifier.urihttps://hdl.handle.net/2164/15557
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85077051695&partnerID=8YFLogxKen
dc.identifier.vol88en
dc.language.isoeng
dc.relation.ispartofApplied Soft Computingen
dc.subjectparticle swarm optimizationen
dc.subjectfeature selectionen
dc.subjectlarge-scale problemsen
dc.subjectself-adaptiveen
dc.subjectclassificationen
dc.subjectENSEMBLEen
dc.subjectFeature selectionen
dc.subjectINFORMATIONen
dc.subjectSelf-adaptiveen
dc.subjectCLASSIFICATIONen
dc.subjectParticle swarm optimizationen
dc.subjectLarge-scale problemsen
dc.subjectGENETIC ALGORITHMen
dc.subjectSCHEMEen
dc.subjectDIFFERENTIAL EVOLUTION ALGORITHMen
dc.subjectClassificationen
dc.subjectMACHINEen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectSoftwareen
dc.subject.lccQA75en
dc.titleSelf-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiersen
dc.typeJournal articleen

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