{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T15:15:40Z","timestamp":1723043740038},"reference-count":75,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2015,2,1]],"date-time":"2015-02-01T00:00:00Z","timestamp":1422748800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Hong Kong Scholars Program","award":["XJ2012015"]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China (NSFC)","doi-asserted-by":"publisher","award":["61273363","61379033"],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"NSFC-Guangdong Joint Fund","award":["U1035004"]},{"name":"New Century Excellent Talents in University","award":["NCET-11-0165"]},{"name":"Guangdong Natural Science Funds for Distinguished Young Scholar","award":["S2013050014677"]},{"name":"Science and Technology Planning Project of Guangzhou","award":["11A11080267"]},{"DOI":"10.13039\/501100002858","name":"China Post-Doctoral Science Foundation","doi-asserted-by":"publisher","award":["2013M540655"],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Foundation of Guangdong Educational Committee","award":["2012KJCX0011"]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["2014G0007"],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Key Enterprises and Innovation Organizations in Nanshan District in Shenzhen","award":["KC2013ZDZJ0007A"]},{"name":"Natural Science Foundation of Guangdong Province, China","award":["S2012010009961"]},{"name":"Doctoral Program of Higher Education","award":["20110172120027"]},{"name":"Cooperation Project in Industry, Education and Academy of Guangdong Province, and Ministry of Education of China","award":["2011B090400032"]},{"name":"Key Lab of Cloud Computing and Big Data in Guangzhou","award":["SITGZ[2013]268-6"]},{"DOI":"10.13039\/501100001747","name":"Hong Kong Baptist University","doi-asserted-by":"publisher","award":["RGC\/HKBU211212"],"id":[{"id":"10.13039\/501100001747","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2015,2]]},"DOI":"10.1109\/tcyb.2014.2322195","type":"journal-article","created":{"date-parts":[[2014,5,20]],"date-time":"2014-05-20T18:04:32Z","timestamp":1400609072000},"page":"177-190","source":"Crossref","is-referenced-by-count":79,"title":["Hybrid Adaptive Classifier Ensemble"],"prefix":"10.1109","volume":"45","author":[{"family":"Zhiwen Yu","sequence":"first","affiliation":[]},{"family":"Le Li","sequence":"additional","affiliation":[]},{"family":"Jiming Liu","sequence":"additional","affiliation":[]},{"family":"Guoqiang Han","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.922055"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.920231"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2266336"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.02.002"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2005.850183"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.816362"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2257480"},{"key":"ref38","first-page":"1461","article-title":"PAC-Bayes risk bounds for stochastic averages and majority votes of sample-compressed classifiers","volume":"8","author":"laviolette","year":"2007","journal-title":"J Mach Learn Res"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.78"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.204"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2161285"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2003.819842"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.234"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2159513"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.875979"},{"key":"ref34","first-page":"1315","article-title":"Ensemble pruning via semi-definite programming","volume":"7","author":"zhang","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1038\/ng1061"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/S1535-6108(02)00032-6"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0304146101"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-9-497"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250609"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007659514849"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.28"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref66","first-page":"2677","article-title":"An extension on ‘statistical comparisons of classifiers over multiple data sets’ for all pairwise comparisons","volume":"9","author":"garc\u00eda","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2008326"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2009.12.010"},{"key":"ref68","doi-asserted-by":"crossref","first-page":"959","DOI":"10.1007\/s00500-008-0392-y","article-title":"A study of statistical techniques and performance measures for genetics-based machine learning: Accuracy and interpretability","volume":"13","author":"garc\u00eda","year":"2009","journal-title":"Soft Comput"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/s10732-008-9080-4"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(02)00190-X"},{"key":"ref22","first-page":"421","article-title":"Learning ensembles from bites: A scalable and accurate approach","volume":"5","author":"chawla","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.11"},{"key":"ref24","first-page":"1","article-title":"Nonlinear boosting projections for ensemble construction","volume":"8","author":"garc\u00eda-pedrajas","year":"2007","journal-title":"J Mach Learn Res"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005496"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2118765"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339700"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2008.2010552"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2006.883873"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-05-1204"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1038\/ng765"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1038\/35000501"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2011.2175919"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2021737"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2007.902861"},{"key":"ref53","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1109\/TSMCB.2010.2046890","article-title":"An efficient tree classifier ensemble-based approach for pedestrian detection","volume":"41","author":"xu","year":"2011","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1109\/TSMCB.2008.2007853","article-title":"Exploratory undersampling for class-imbalance learning","volume":"39","author":"liu","year":"2009","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.35"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2011.2130230"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2006.885163"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2037756"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.898446"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.907109"},{"key":"ref15","first-page":"255","article-title":"KEEL data-mining software tool: Dataset repository, integration of algorithms and experimental analysis framework","volume":"17","author":"alcal\u00e1 fern\u00e1ndez","year":"2011","journal-title":"J Multiple-Valued Logic Soft Comput"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2005.845396"},{"key":"ref17","first-page":"3341","article-title":"A weighted subspace approach for improving bagging performance","author":"cai","year":"2008","journal-title":"Proc IEEE ICASSP"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.211"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.1016"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"The random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2012.2213814"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2009.2026447"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2008.2010855"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1109\/TNB.2010.2043682","article-title":"Identifying protein-kinase-specific phosphorylation sites based on the bagging-adaboost ensemble approach","volume":"9","author":"yu","year":"2010","journal-title":"IEEE Trans Nanobiosci"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2138158"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2011.117"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2010.36"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1109\/TEVC.2007.906660","article-title":"An evolutionary algorithm approach to optimal ensemble classifiers for DNA microarray data analysis","volume":"12","author":"kim","year":"2008","journal-title":"IEEE Trans Evol Comput"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"1607","DOI":"10.1109\/TSMCB.2010.2042445","article-title":"Active learning from stream data using optimal weight classifier ensemble","volume":"40","author":"zhu","year":"2010","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2022630"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.30"},{"key":"ref41","first-page":"285","article-title":"Support vector machinery for infinite ensemble learning","volume":"9","author":"lin","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2002.804682"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/3477.990871"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/7008577\/06819022.pdf?arnumber=6819022","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:04:43Z","timestamp":1642003483000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6819022\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,2]]},"references-count":75,"journal-issue":{"issue":"2"},"URL":"http:\/\/dx.doi.org\/10.1109\/tcyb.2014.2322195","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,2]]}}}