{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T16:06:23Z","timestamp":1732032383802},"reference-count":38,"publisher":"Elsevier BV","issue":"20","license":[{"start":{"date-parts":[[2007,10,1]],"date-time":"2007-10-01T00:00:00Z","timestamp":1191196800000},"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":["Information Sciences"],"published-print":{"date-parts":[[2007,10]]},"DOI":"10.1016\/j.ins.2007.04.010","type":"journal-article","created":{"date-parts":[[2007,5,7]],"date-time":"2007-05-07T10:23:16Z","timestamp":1178533396000},"page":"4493-4514","source":"Crossref","is-referenced-by-count":183,"title":["Learning fuzzy rules from fuzzy samples based on rough set technique"],"prefix":"10.1016","volume":"177","author":[{"given":"Xizhao","family":"Wang","sequence":"first","affiliation":[]},{"given":"Eric C.C.","family":"Tsang","sequence":"additional","affiliation":[]},{"given":"Suyun","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Degang","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Daniel S.","family":"Yeung","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.ins.2007.04.010_bib1","doi-asserted-by":"crossref","first-page":"1632","DOI":"10.1016\/j.patrec.2005.01.006","article-title":"On fuzzy rough sets approach to feature selection","volume":"26","author":"Bhatt","year":"2005","journal-title":"Pattern Recognition Letters"},{"key":"10.1016\/j.ins.2007.04.010_bib2","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/S0165-0114(97)00414-4","article-title":"Fuzziness in rough sets","volume":"110","author":"Chakrabarty","year":"2000","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2007.04.010_bib3","doi-asserted-by":"crossref","first-page":"1829","DOI":"10.1016\/j.ins.2005.05.009","article-title":"Rough approximations on a complete completely distributive lattice with applications to generalized rough sets","volume":"176","author":"Chen","year":"2006","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib4","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1080\/03081079008935107","article-title":"Rough fuzzy sets and fuzzy rough sets","volume":"17","author":"Dubois","year":"1990","journal-title":"International Journal of General Systems"},{"key":"10.1016\/j.ins.2007.04.010_bib5","series-title":"Intelligent Decision Support, Handbook of Applications and Advances of the Rough Sets Theory","article-title":"Putting rough sets and fuzzy sets together","author":"Dubois","year":"1992"},{"key":"10.1016\/j.ins.2007.04.010_bib6","series-title":"Finite Versus Infinite-Contributions to an Eternal Dilemma","first-page":"149","article-title":"Rough set processing of vague information using fuzzy similarity relations","author":"Greco","year":"2002"},{"key":"10.1016\/j.ins.2007.04.010_bib7","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/S0020-0255(00)00072-4","article-title":"Matrix computation for information system","volume":"131","author":"Guan","year":"2001","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib8","unstructured":"T.P. Hong, Learning approximate fuzzy rules from training examples, in: The Tenth IEEE International Conference on Fuzzy Systems, 2001."},{"key":"10.1016\/j.ins.2007.04.010_bib9","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/S0957-4174(00)00024-5","article-title":"Learning a coverage set of maximally general fuzzy rules by rough sets","volume":"19","author":"Hong","year":"2000","journal-title":"Expert Systems with Applications"},{"key":"10.1016\/j.ins.2007.04.010_bib10","unstructured":"http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html."},{"key":"10.1016\/j.ins.2007.04.010_bib11","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1016\/S0165-0114(02)00438-4","article-title":"Possibility and necessity measure specification using modifiers for decision making under fuzziness","volume":"137","author":"Inuiguchi","year":"2003","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2007.04.010_bib12","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1016\/S0165-0114(03)00021-6","article-title":"Fuzzy-rough attributes reduction with application to web categorization","volume":"141","author":"Jensen","year":"2004","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2007.04.010_bib13","first-page":"165","article-title":"Fuzzy entropy and conditioning","volume":"30","author":"Kohonen","year":"1986","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib14","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1016\/j.ins.2003.08.017","article-title":"An axiomatic characterization of a fuzzy generalization of rough sets","volume":"160","author":"Mi","year":"2004","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib15","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/S0165-0114(97)00104-8","article-title":"Axiomatics for fuzzy rough sets","volume":"100","author":"Morsi","year":"1998","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2007.04.010_bib16","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1007\/BF01001956","article-title":"Rough sets","volume":"11","author":"Pawlak","year":"1982","journal-title":"International Journal of Computer and Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib17","series-title":"Rough Sets: Theoretical Aspects of Reasoning about Data [M]","author":"Pawlak","year":"1991"},{"key":"10.1016\/j.ins.2007.04.010_bib18","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1016\/j.ins.2006.06.006","article-title":"Rough sets: some extensions","volume":"177","author":"Pawlak","year":"2007","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib19","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1016\/S0020-0255(99)00075-4","article-title":"a-RST: A generalization of rough set theory","volume":"124","author":"Quafafou","year":"2000","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib20","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1007\/BF00116251","article-title":"Induction of decision trees","volume":"1","author":"Quinlan","year":"1986","journal-title":"Machine Learning"},{"key":"10.1016\/j.ins.2007.04.010_bib21","doi-asserted-by":"crossref","first-page":"1351","DOI":"10.1016\/j.patcog.2003.10.016","article-title":"Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring","volume":"37","author":"Shen","year":"2004","journal-title":"Pattern Recognition"},{"key":"10.1016\/j.ins.2007.04.010_bib22","unstructured":"R. Slowinski, D. Vanderpooten, Similarity relation as a basis for rough approximations, in: P.P. Wang (Ed.), Advances in Machine Intelligence and Soft-Computing, Department of Electrical Engineering, Duke University, Durham, NC, USA, 1997, pp. 17\u201333."},{"key":"10.1016\/j.ins.2007.04.010_bib23","unstructured":"H. Thiele, Fuzzy rough sets versus rough fuzzy sets\u2014an interpretation and a comparative study using concepts of modal logics, University of Dortmund, Tech. Report No. CI-30=98, 1998, also in Proc. EUFIT\u20191997, pp. 159\u2013167."},{"key":"10.1016\/j.ins.2007.04.010_bib24","unstructured":"H. Thiele, On axiomatic characterization of fuzzy approximation operators I, the fuzzy rough set based case, in: RSCTC 2000 Conference Proceedings, Banff Park Lodge, Bariff, Canada, 19 October 2000, pp. 239\u2013247."},{"key":"10.1016\/j.ins.2007.04.010_bib25","unstructured":"H. Thiele, On axiomatic characterization of fuzzy approximation operators II, the rough fuzzy set based case, in: Proceedings of the 31st IEEE International Symposium on Multiple-Valued Logic, 2001, pp. 330\u2013335."},{"key":"10.1016\/j.ins.2007.04.010_bib26","unstructured":"E.C.C. Tsang, D.G. Chen, D.S. Yeung, X.Z. Wang, J.W.T. Lee, Attributes reduction using fuzzy rough sets, IEEE Transaction on Fuzzy System, in press."},{"key":"10.1016\/j.ins.2007.04.010_bib27","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/S0165-0114(97)00300-X","article-title":"Learning optimization in simplifying fuzzy rules","volume":"106","author":"Wang","year":"1999","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2007.04.010_bib28","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1109\/3477.915344","article-title":"A comparative study on heuristic algorithms for generating fuzzy decision trees","volume":"31","author":"Wang","year":"2001","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics\u2014Part B: Cybernetics"},{"key":"10.1016\/j.ins.2007.04.010_bib29","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1016\/S0020-0255(02)00379-1","article-title":"Generalized fuzzy rough sets","volume":"151","author":"Wu","year":"2003","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib30","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/j.ins.2003.08.005","article-title":"Constructive and axiomatic approaches of fuzzy approximation operators","volume":"159","author":"Wu","year":"2004","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib31","series-title":"Rough Sets in Knowledge Discovery. 1. Methodology and Applications","first-page":"286","article-title":"Generalized rough set model","author":"Yao","year":"1998"},{"key":"10.1016\/j.ins.2007.04.010_bib32","series-title":"Rough Sets and Data Mining: Analysis for Imprecise Data","first-page":"301","article-title":"Combination of rough and fuzzy sets based an a-level sets","author":"Yao","year":"1997"},{"key":"10.1016\/j.ins.2007.04.010_bib33","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1109\/TFUZZ.2004.841734","article-title":"On the generalization of fuzzy rough sets","volume":"13","author":"Yeung","year":"2005","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.1016\/j.ins.2007.04.010_bib34","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1016\/0165-0114(94)00229-Z","article-title":"Introduction of fuzzy decision tree","volume":"69","author":"Yuan","year":"1995","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2007.04.010_bib35","series-title":"The Theory and Methodology of Rough Sets","author":"Zhang","year":"2001"},{"key":"10.1016\/j.ins.2007.04.010_bib36","doi-asserted-by":"crossref","first-page":"1499","DOI":"10.1016\/j.ins.2006.06.009","article-title":"Topological approaches to covering rough sets","volume":"177","author":"Zhu","year":"2007","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2007.04.010_bib37","first-page":"6","article-title":"Some results on the covering generalized rough sets","volume":"5","author":"Zhu","year":"2002","journal-title":"International Journal of Pattern Recognition and Artificial Intelligence"},{"key":"10.1016\/j.ins.2007.04.010_bib38","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1016\/S0020-0255(03)00056-2","article-title":"Reduction and axiomization of covering generalized rough sets","volume":"152","author":"Zhu","year":"2003","journal-title":"Information Sciences"}],"container-title":["Information Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0020025507002149?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0020025507002149?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,1,7]],"date-time":"2019-01-07T15:28:55Z","timestamp":1546874935000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0020025507002149"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,10]]},"references-count":38,"journal-issue":{"issue":"20","published-print":{"date-parts":[[2007,10]]}},"alternative-id":["S0020025507002149"],"URL":"https:\/\/doi.org\/10.1016\/j.ins.2007.04.010","relation":{},"ISSN":["0020-0255"],"issn-type":[{"value":"0020-0255","type":"print"}],"subject":[],"published":{"date-parts":[[2007,10]]}}}