{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,12,7]],"date-time":"2023-12-07T13:33:18Z","timestamp":1701955998840},"reference-count":42,"publisher":"Elsevier BV","issue":"1","license":[{"start":{"date-parts":[[2012,12,1]],"date-time":"2012-12-01T00:00:00Z","timestamp":1354320000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Decision Support Systems"],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1016\/j.dss.2012.05.037","type":"journal-article","created":{"date-parts":[[2012,6,6]],"date-time":"2012-06-06T08:27:54Z","timestamp":1338971274000},"page":"292-303","source":"Crossref","is-referenced-by-count":12,"title":["A decision support method, based on bounded rationality concepts, to reveal feature saliency in clustering problems"],"prefix":"10.1016","volume":"54","author":[{"given":"Barak","family":"Aviad","sequence":"first","affiliation":[]},{"given":"Gelbard","family":"Roy","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.dss.2012.05.037_bb0005","author":"Adhanom","year":"2005","journal-title":"Classification Trees"},{"key":"10.1016\/j.dss.2012.05.037_bb0010","series-title":"Data Mining","author":"Adriaans","year":"1996"},{"key":"10.1016\/j.dss.2012.05.037_bb0015","series-title":"Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining, San Diego","article-title":"Data mining: crossing the chasm","author":"Agarwal","year":"1999"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0020","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.eswa.2006.08.008","article-title":"A co-evolving decision tree classification method","volume":"34","author":"Aitkenhead","year":"2008","journal-title":"Expert Systems with Applications"},{"key":"10.1016\/j.dss.2012.05.037_bb0025","series-title":"The Basics of Item Response Theory","author":"Baker","year":"2001"},{"issue":"7","key":"10.1016\/j.dss.2012.05.037_bb0030","doi-asserted-by":"crossref","first-page":"8220","DOI":"10.1016\/j.eswa.2011.01.001","article-title":"Classification by clustering decision tree-like classifier based on adjusted clusters","volume":"38","author":"Barak","year":"2011","journal-title":"Expert Systems with Applications"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0035","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1016\/j.dss.2008.12.012","article-title":"Visualization of multi-algorithm clustering for better economic decisions \u2014 the case of car pricing","volume":"47","author":"Bittmann","year":"2009","journal-title":"Decision Support Systems"},{"key":"10.1016\/j.dss.2012.05.037_bb0040","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1007\/BF02294838","article-title":"A variable-selection heuristic for K-means clustering","volume":"66","author":"Brusco","year":"2001","journal-title":"Psychometrika"},{"key":"10.1016\/j.dss.2012.05.037_bb0045","doi-asserted-by":"crossref","first-page":"501","DOI":"10.2307\/3152003","article-title":"HINoV: a new model to improve market segment definition by identifying noisy variables","volume":"36","author":"Carmone","year":"1999","journal-title":"Journal of Marketing Research"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0050","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1080\/07421222.1999.11518231","article-title":"Data mining","volume":"16","author":"Chung","year":"1999","journal-title":"Journal of Management Information Systems"},{"key":"10.1016\/j.dss.2012.05.037_bb0055","series-title":"Pattern Classification and Scene Analysis","author":"Duda","year":"1973"},{"key":"10.1016\/j.dss.2012.05.037_bb0060","first-page":"845","article-title":"Feature selection for unsupervised learning","volume":"5","author":"Dy","year":"2004","journal-title":"Journal of Machine Learning Research"},{"key":"10.1016\/j.dss.2012.05.037_bb0065","series-title":"Advances in Knowledge Discovery and Data Mining","first-page":"83","article-title":"A statistical perspective on knowledge discovery in databases","author":"Elder","year":"1996"},{"issue":"2","key":"10.1016\/j.dss.2012.05.037_bb0070","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1023\/A:1016002919937","article-title":"Data mining by means of binary representation: a model for similarity and clustering","volume":"4","author":"Erlich","year":"2002","journal-title":"Information Systems Frontiers"},{"key":"10.1016\/j.dss.2012.05.037_bb0075","series-title":"ACM SIGCOMM Workshops, Pisa, Italy","first-page":"281","article-title":"Traffic classification using clustering algorithms","author":"Erman","year":"2006"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0080","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1023\/B:DAMI.0000015869.08323.b3","article-title":"Fast and robust general purpose clustering algorithms","volume":"8","author":"Estivill-Castro","year":"2004","journal-title":"Data Mining and Knowledge Discovery"},{"key":"10.1016\/j.dss.2012.05.037_bb0085","series-title":"Cluster Analysis","author":"Everitt","year":"1980"},{"key":"10.1016\/j.dss.2012.05.037_bb0090","author":"Frank","year":"2005","journal-title":"UCI Machine Learning Repository"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0100","doi-asserted-by":"crossref","first-page":"972","DOI":"10.1126\/science.1136800","article-title":"Clustering by passing massages between data points","volume":"315","author":"Frey","year":"2007","journal-title":"Science"},{"key":"10.1016\/j.dss.2012.05.037_bb0095","first-page":"1","article-title":"Clustering objects on subsets of variables","volume":"66","author":"Friedman","year":"2004","journal-title":"Journal of the Royal Statistical Society"},{"key":"10.1016\/j.dss.2012.05.037_bb0105","doi-asserted-by":"crossref","DOI":"10.1007\/s10796-011-9318-9","article-title":"Padding bitmaps to support similarity and mining","author":"Gelbard","year":"2011","journal-title":"Information Systems Frontiers"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0110","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.datak.2007.01.002","article-title":"Investigating diversity of clustering methods: an empirical comparison","volume":"63","author":"Gelbard","year":"2007","journal-title":"Data & Knowledge Engineering"},{"key":"10.1016\/j.dss.2012.05.037_bb0115","series-title":"Principles of Data Mining","author":"Hand","year":"2001"},{"issue":"3","key":"10.1016\/j.dss.2012.05.037_bb0120","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1145\/331499.331504","article-title":"Data clustering: a review","volume":"31","author":"Jain","year":"1999","journal-title":"ACM Computing Surveys"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0125","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1007\/s00357-008-9003-y","article-title":"Mining supervised classification performance studies: a meta-analytic investigation","volume":"25","author":"Jamain","year":"2008","journal-title":"Journal of Classification"},{"issue":"2","key":"10.1016\/j.dss.2012.05.037_bb0130","doi-asserted-by":"crossref","first-page":"263","DOI":"10.2307\/1914185","article-title":"Prospect theory: an analysis of decision under risk","volume":"47","author":"Kahneman","year":"1979","journal-title":"Econometrica"},{"issue":"4","key":"10.1016\/j.dss.2012.05.037_bb0135","doi-asserted-by":"crossref","first-page":"1630","DOI":"10.1016\/j.dss.2006.03.007","article-title":"Weighted order-dependent clustering and visualization of web navigation patterns","volume":"43","author":"Kim","year":"2007","journal-title":"Decision Support Systems"},{"key":"10.1016\/j.dss.2012.05.037_bb0140","first-page":"625","article-title":"Feature selection in mixture-based clustering","volume":"15","author":"Law","year":"2003","journal-title":"Advances in Neural Information Processing Systems"},{"key":"10.1016\/j.dss.2012.05.037_bb0145","doi-asserted-by":"crossref","first-page":"1154","DOI":"10.1109\/TPAMI.2004.71","article-title":"Simultaneous feature selection and clustering using mixture models","volume":"26","author":"Law","year":"2004","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"10.1016\/j.dss.2012.05.037_bb0150","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume":"1 (1)","author":"MacQueen","year":"1967"},{"key":"10.1016\/j.dss.2012.05.037_bb0160","doi-asserted-by":"crossref","first-page":"2374","DOI":"10.1016\/j.jss.2011.07.009","article-title":"Adjusting fuzzy similarity functions for use with standard data mining tools","volume":"84","author":"Meged","year":"2011","journal-title":"Journal of Systems and Software"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0155","doi-asserted-by":"crossref","first-page":"78","DOI":"10.4018\/jdm.2012010104","article-title":"A unified fuzzy data model: representation and processing","volume":"23","author":"Meged","year":"2012","journal-title":"Journal of Database Management"},{"key":"10.1016\/j.dss.2012.05.037_bb0165","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1016\/S0167-9473(00)00026-8","article-title":"A projection pursuit approach to variable selection","volume":"35","author":"Montanari","year":"2001","journal-title":"Computational Statistics & Data Analysis"},{"issue":"3","key":"10.1016\/j.dss.2012.05.037_bb0170","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1016\/j.dss.2006.03.014","article-title":"A multi-criteria decision support system for housing evaluation","volume":"43","author":"Natividade-Jesus","year":"2007","journal-title":"Decision Support Systems"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0175","doi-asserted-by":"crossref","first-page":"2592","DOI":"10.1016\/j.eswa.2008.02.021","article-title":"Application of data mining techniques in customer relationship management: a literature review and classification","volume":"36","author":"Ngai","year":"2009","journal-title":"Expert Systems with Applications"},{"key":"10.1016\/j.dss.2012.05.037_bb0180","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1198\/016214506000000113","article-title":"Variable selection for model-based clustering","volume":"101","author":"Raftery","year":"2006","journal-title":"Journal of the American Statistical Association"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0185","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.ins.2004.03.016","article-title":"A database clustering methodology and tool","volume":"171","author":"Ryu","year":"2005","journal-title":"Information Sciences"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0190","doi-asserted-by":"crossref","first-page":"99","DOI":"10.2307\/1884852","article-title":"A behavioral model of rational choice","volume":"69","author":"Simon","year":"1955","journal-title":"Quarterly Journal of Economics"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0195","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1080\/00273170701836695","article-title":"A new variable weighting and selection procedure for K-means cluster analysis","volume":"43","author":"Steinley","year":"2008","journal-title":"Multivariate Behavioral Research"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0200","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1007\/s11336-007-9019-y","article-title":"Selection of variables in cluster analysis: an empirical comparison of eight procedures","volume":"73","author":"Steinley","year":"2008","journal-title":"Psychometrika"},{"issue":"1","key":"10.1016\/j.dss.2012.05.037_bb0205","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1016\/j.dss.2005.01.008","article-title":"A hybrid sales forecasting system based on clustering and decision trees","volume":"42","author":"Thomassey","year":"2006","journal-title":"Decision Support Systems"},{"key":"10.1016\/j.dss.2012.05.037_bb0210","series-title":"Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval","first-page":"113","article-title":"Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering","author":"Zha","year":"2002"}],"container-title":["Decision Support Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167923612001480?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167923612001480?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2018,11,22]],"date-time":"2018-11-22T19:53:10Z","timestamp":1542916390000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0167923612001480"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12]]},"references-count":42,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["S0167923612001480"],"URL":"https:\/\/doi.org\/10.1016\/j.dss.2012.05.037","relation":{},"ISSN":["0167-9236"],"issn-type":[{"value":"0167-9236","type":"print"}],"subject":[],"published":{"date-parts":[[2012,12]]}}}