{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T04:34:40Z","timestamp":1772685280476,"version":"3.50.1"},"reference-count":117,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2014,2,1]],"date-time":"2014-02-01T00:00:00Z","timestamp":1391212800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2014,2]]},"DOI":"10.1109\/tevc.2013.2290082","type":"journal-article","created":{"date-parts":[[2013,11,19]],"date-time":"2013-11-19T18:51:45Z","timestamp":1384887105000},"page":"20-35","source":"Crossref","is-referenced-by-count":145,"title":["Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part II"],"prefix":"10.1109","volume":"18","author":[{"given":"Anirban","family":"Mukhopadhyay","sequence":"first","affiliation":[]},{"given":"Ujjwal","family":"Maulik","sequence":"additional","affiliation":[]},{"given":"Sanghamitra","family":"Bandyopadhyay","sequence":"additional","affiliation":[]},{"given":"Carlos A. Coello","family":"Coello","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"346","article-title":"Alternative clustering by utilizing multiobjective genetic algorithm with linked-list based chromosome encoding","author":"du","year":"2005","journal-title":"Proc MLDM"},{"key":"ref38","first-page":"451","article-title":"Multi-objective genetic algorithm based clustering approach and its application to gene expression data","author":"\ufffdzyer","year":"2004","journal-title":"Proc 3rd Int Conf ADVIS"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1830483.1830699"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-009-0428-y"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btm418"},{"key":"ref30","first-page":"2678","article-title":"Clustering using multiobjective genetic algorithm and its application to image segmentation","volume":"3","author":"mukhopadhyay","year":"2006","journal-title":"Proc IEEE Int Conf SMC"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/34.85677"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-0450-1"},{"key":"ref35","first-page":"547","article-title":"Exploiting the trade-off?The benefits of multiple objectives in data clustering","author":"handl","year":"2005","journal-title":"Proc 3rd Int Conf EMO"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1114856"},{"key":"ref28","author":"horn","year":"1993","journal-title":"Multiobjective optimization using the niched Pareto genetic algorithm"},{"key":"ref27","first-page":"95","article-title":"SPEA2: Improving the Strength Pareto Evolutionary Algorithm","author":"zitzler","year":"2001","journal-title":"Proc EUROGEN"},{"key":"ref29","first-page":"33","article-title":"Integrating multiobjective genetic algorithm and validity analysis for locating and ranking alternative clustering","volume":"29","author":"liu","year":"2005","journal-title":"Informatica"},{"key":"ref20","first-page":"976","article-title":"Evolutionary multiobjective clustering for overlapping clusters detection","author":"ripon","year":"2009","journal-title":"Proc IEEE CEC"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2010.23"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2012163"},{"key":"ref24","first-page":"317","volume":"6936","author":"kirkland","year":"2011","journal-title":"Intelligent Data Engineering & Automated Learning (LNCS)"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.01.007"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2008.4630996"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2009.4983250"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2009.2017527"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1276958.1277346"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2185847"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32964-7_4"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2005.1554990"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00293"},{"key":"ref57","first-page":"21","volume":"16","author":"handl","year":"2006","journal-title":"Multiobjective Clustering and Cluster Validation"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012801612483"},{"key":"ref55","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1007\/3-540-45372-5_26","article-title":"Quality scheme assessment in the clustering process","author":"halkidi","year":"2000","journal-title":"Proc 5th Eur Conf Principles of Data Mining and Knowledge Discovery"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2009.4983096"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2010.26"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2012.2220765"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/170035.170072"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/331499.331504"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(99)00137-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-16615-0"},{"key":"ref8","first-page":"1081","article-title":"Evolutionary multiobjective clustering","author":"handl","year":"2004","journal-title":"Proc 8th Int Conf PPSN"},{"key":"ref7","first-page":"283","article-title":"PESA-II: Region-based selection in evolutionary multiobjective optimization","author":"corne","year":"2001","journal-title":"Proc GECCO"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-009-0206-7"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2005.1554742"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1080\/01969727408546059"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1979.4766909"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICAPR.2009.51"},{"key":"ref47","first-page":"19","article-title":"Gene expression data analysis using multiobjective clustering improved with SVM based ensemble","volume":"11","author":"mukhopadhyay","year":"2011","journal-title":"In Silico Biology"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2009.4982956"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2006.1716594"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/BF03263533"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT.2007.13"},{"key":"ref73","first-page":"385","article-title":"Association rule mining using multiobjective evolutionary algorithms: Strengths and challenges","author":"anand","year":"2009","journal-title":"Proc NaBIC"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.06.060"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1051\/ro:2008004"},{"key":"ref70","first-page":"405","article-title":"Association rules mining using multiobjective coevolutionary algorithm","author":"hu","year":"2007","journal-title":"Proc Int Conf CISW"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.10.059"},{"key":"ref77","first-page":"561","article-title":"Facilitating fuzzy association rules mining by using multiobjective genetic algorithms for automated clustering","author":"kaya","year":"2003","journal-title":"Proc 3rd IEEE ICDM"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2007.05.003"},{"key":"ref75","first-page":"1397","article-title":"A multiobjective evolutionary algorithm for mining quantitative association rules","author":"martin","year":"2011","journal-title":"Proc Int Conf ISDA"},{"key":"ref78","first-page":"431","article-title":"Integrating multiobjective genetic algorithms into clustering for fuzzy association rules mining","author":"kaya","year":"2004","journal-title":"Proc of the 4th IEEE ICDM"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-007-0044-1"},{"key":"ref60","first-page":"861","article-title":"Multiobjective Clustering with Automatic <formula formulatype=\"inline\"><tex Notation=\"TeX\">$k$<\/tex> <\/formula>-determination for Large-scale Data. Scalable automatic determination of the number of clusters","volume":"1","author":"matake","year":"0","journal-title":"Proc of GECCO '07"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bti517"},{"key":"ref61","first-page":"583","article-title":"Cluster ensembles?A knowledge reuse framework for combining multiple partitions","volume":"3","author":"strehl","year":"2002","journal-title":"Mach Learn Res"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30198-1_46"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2010.5586207"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0013803"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1039\/c2mb25302j"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1002\/widm.18"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775053"},{"key":"ref2","author":"deb","year":"2001","journal-title":"Multi-Objective Optimization Using Evolutionary Algorithms"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2003.03.021"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2290086"},{"key":"ref109","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1007\/978-3-642-21222-2_33","article-title":"A multiobjective evolutionary approach for subgroup discovery","author":"pach\ufffdn","year":"2011","journal-title":"Proc 6th Int Conf Hybrid Artif Intell Syst ?Vol Part II"},{"key":"ref95","first-page":"83","article-title":"Applying biclustering to text mining: An immune-inspired approach","author":"de castro","year":"2007","journal-title":"Proc 7th ICARIS"},{"key":"ref108","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1109\/MCDM.2007.369416","article-title":"Multiobjective genetic algorithm for extracting subgroup discovery fuzzy rules","author":"del jesus","year":"2007","journal-title":"Proc IEEE Symp Comput Intell Multicriteria Decision Making"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.2174\/157489310792006701"},{"key":"ref107","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/11790853_27","volume":"4065","author":"berlanga","year":"2006","journal-title":"Advances in Data Mining. Applications in Medicine, Web Mining, Marketing, Image and Signal Mining"},{"key":"ref93","first-page":"18","article-title":"An ensemble of classifiers with genetic algorithm based feature selection","volume":"9","author":"zhang","year":"2008","journal-title":"IEEE Intell Inf Bull"},{"key":"ref106","first-page":"767","article-title":"A multiobjective memetic algorithm for intelligent feature extraction","author":"radtke","year":"2005","journal-title":"Proc 3rd Int Conf EMO"},{"key":"ref92","first-page":"592","article-title":"Multi-objective genetic algorithms to create ensemble of classifiers","volume":"3410","author":"oliveira","year":"2005","journal-title":"Proc 3rd Int Conf EMO"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2011.5949941"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2003.1227748"},{"key":"ref104","author":"larranaga","year":"2001","journal-title":"Estimation of Distribution Algorithms A New Tool for Evolutionary Computation"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/EMPDP.2002.994315"},{"key":"ref103","first-page":"1912","article-title":"Biclustering of gene expression data with a new hybrid multiobjective evolutionary algorithm of NSGA-II and EDA","author":"fei","year":"2008","journal-title":"Proc ICBBE"},{"key":"ref102","first-page":"385","article-title":"A multiobjective approach to discover biclusters in microarray data","author":"divina","year":"2007","journal-title":"Proc 9th Annu Conf GECCO"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2009.2038712"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2008.4497638"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-008-0362-4"},{"key":"ref98","first-page":"93","article-title":"Biclustering of gene expression data","author":"cheng","year":"2000","journal-title":"Proc Int Conf ISMB"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2006.03.003"},{"key":"ref96","article-title":"Recommender system based on algorithm of bicluster analysis RecBi","volume":"abs 1202 2892","author":"ignatov","year":"2012","journal-title":"CoRR"},{"key":"ref97","first-page":"421","article-title":"Applying biclustering to perform collaborative filtering","author":"franca","year":"2007","journal-title":"Proc 6th Int Conf ISDA"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2006.877146"},{"key":"ref11","first-page":"3561","article-title":"Unsupervised texture image segmentation using multiobjective evolutionary clustering ensemble algorithm","author":"qian","year":"2008","journal-title":"Proc IEEE CEC"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref13","first-page":"73","article-title":"Dynamic clustering using multiobjective evolutionary algorithm","author":"chen","year":"2005","journal-title":"Proc Int Conf Comput Intell Security? Part I"},{"key":"ref14","first-page":"1200","article-title":"Multi-objective evolutionary clustering using variable-length real jumping genes genetic algorithm","author":"ripon","year":"2006","journal-title":"Proc ICPR"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.892604"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2007.4424620"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2007.070203"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2009.17.4.17403"},{"key":"ref17","first-page":"2298","article-title":"Data clustering using multiobjective hybrid evolutionary algorithm","author":"won","year":"2008","journal-title":"Proc Int Conf Control Autom Syst"},{"key":"ref81","first-page":"198","article-title":"Evolving temporal fuzzy association rules from quantitative data with a multiobjective evolutionary algorithm","author":"matthews","year":"2011","journal-title":"Proc Int Conf HAIS?Vol Part I"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2008182"},{"key":"ref84","first-page":"1","article-title":"Neural network regularization and ensembling using multiobjective evolutionary algorithms","author":"jin","year":"2004","journal-title":"Proc IEEE CEC"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-10-27"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2003.1299928"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2013.02.005"},{"key":"ref113","first-page":"2732","article-title":"Multiobjective evolutionary algorithm-based soft subspace clustering","author":"zhu","year":"2012","journal-title":"Proc IEEE CEC"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-008-0129-8"},{"key":"ref80","first-page":"115","article-title":"A multiobjective genetic-fuzzy mining algorithm","author":"chen","year":"2008","journal-title":"Proc IEEE Int Conf GRC"},{"key":"ref115","first-page":"409","article-title":"Parallel multiobjective genetic algorithms for associative classification rule mining","author":"mishra","year":"2011","journal-title":"Proc ICCCS"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/3477.809027"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1007\/11844297_46"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1007\/s10852-005-9020-3"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.4236\/ijis.2012.224016"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2001.934295"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/6725695\/06658840.pdf?arnumber=6658840","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:31:17Z","timestamp":1642005077000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6658840\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,2]]},"references-count":117,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2013.2290082","relation":{},"ISSN":["1089-778X","1089-778X","1941-0026"],"issn-type":[{"value":"1089-778X","type":"print"},{"value":"1089-778X","type":"print"},{"value":"1941-0026","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,2]]}}}