{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T23:52:01Z","timestamp":1725493921806},"publisher-location":"Berlin, Heidelberg","reference-count":37,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540737223"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-73723-0_3","type":"book-chapter","created":{"date-parts":[[2007,10,29]],"date-time":"2007-10-29T11:33:35Z","timestamp":1193657615000},"page":"45-64","source":"Crossref","is-referenced-by-count":2,"title":["Hybridization of Fuzzy and Rough Sets: Present and Future"],"prefix":"10.1007","author":[{"given":"Eric C. C.","family":"Tsang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"QingCai","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suyun","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel S.","family":"Yeung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xizhao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"3_CR1","first-page":"791","volume":"99","author":"R. Bautista","year":"1999","unstructured":"Bautista R., Millan M. and Diaz J. F. (1999) An efficient implementation to calculate relative core and reducts. NAFIPS\u2019 99, pp. 791\u2013794.","journal-title":"NAFIPS\u2019"},{"issue":"7","key":"3_CR2","doi-asserted-by":"publisher","first-page":"965","DOI":"10.1016\/j.patrec.2004.09.044","volume":"26","author":"R.B. Bhatt","year":"2005","unstructured":"Bhatt R. B., Gopal M. (2005) On fuzzy rough sets approach to feature selection, Pattern recognition Letters, Vol. 26, no.7, pp. 965\u2013975.","journal-title":"Pattern recognition Letters"},{"issue":"11","key":"3_CR3","doi-asserted-by":"publisher","first-page":"1632","DOI":"10.1016\/j.patrec.2005.01.006","volume":"26","author":"R.B. Bhatt","year":"2005","unstructured":"Bhatt R. B., Gopal M. (2005) On the compact computational domain of fuzzy-rough sets, pattern recognition letter, Vol. 26 no.11, pp. 1632\u20131640.","journal-title":"pattern recognition letter"},{"issue":"4","key":"3_CR4","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1080\/03081070008960961","volume":"29","author":"D. Boixader","year":"1999","unstructured":"Boixader D., Jacas J., and Recasens J. (1999) Upper and lower approximations of fuzzy sets, International Journal General System, Vol. 29, no. 4, pp. 555\u2013568.","journal-title":"International Journal General System"},{"key":"3_CR5","doi-asserted-by":"crossref","first-page":"492","DOI":"10.3233\/FI-1991-14406","volume":"14","author":"S. Comer","year":"1991","unstructured":"Comer S. (1991) An algebraic approach to the approximation of information, Fundamenta Informaticae Vol. 14, pp. 492\u2013502.","journal-title":"Fundamenta Informaticae"},{"doi-asserted-by":"crossref","unstructured":"Comer S. (1993) On connections between information systems, rough sets, and algebraic logic, in: C. Rauszer (Ed.), Algebraic Methods in Logic and Computer Science, Vol. 28, Banach Center Publisher, Polish Academy of Sciences, pp. 117\u2013127.","key":"3_CR6","DOI":"10.4064\/-28-1-117-124"},{"issue":"2\u20133","key":"3_CR7","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1080\/03081079008935107","volume":"17","author":"D. Dubois","year":"1990","unstructured":"Dubois D., Prade H. (1990) Rough fuzzy sets and fuzzy rough sets, International Journal General System, Vol. 17, no. 2\u20133, pp. 191\u2013209.","journal-title":"International Journal General System"},{"key":"3_CR8","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1007\/978-94-015-7975-9_14","volume-title":"Intelligent Decision Support","author":"D. Dubois","year":"1992","unstructured":"Dubois D., Prade H. (1992) Putting rough sets and fuzzy sets together, in: R. Slowinski (Ed.), Intelligent Decision Support, Kluwer Academic Publishers, Dordrecht, pp. 203\u2013232."},{"issue":"5","key":"3_CR9","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1142\/S0218488504003089","volume":"12","author":"Q.H. Hu","year":"2005","unstructured":"Hu Q. H., Yu D. R. (2005) Entropies of fuzzy indiscernibility relation and its operations, international journal of uncertainty, fuzziness and knowledge-based systems, Vol. 12, no. 5, pp. 575\u2013589.","journal-title":"international journal of uncertainty, fuzziness and knowledge-based systems"},{"key":"3_CR10","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1016\/j.patrec.2005.09.004","volume":"27","author":"Q.H. Hu","year":"2006","unstructured":"Hu Q. H., Yu D. R., Xie Z. X. (2006) Information-preserving hybrid data reduction based on fuzzy-rough techniques, Pattern Recognition Letters Vol. 27, pp. 414\u2013423.","journal-title":"Pattern Recognition Letters"},{"issue":"2","key":"3_CR11","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1109\/TFUZZ.2005.864086","volume":"14","author":"Q.H. Hu","year":"2006","unstructured":"Hu Q. H., Yu D. R., Xie Z. X., Liu J.F. (2006) Fuzzy probabilistic approximation spaces and their information measures, IEEE Transactions on fuzzy systems, Vol. 14, no. 2, pp. 191\u2013201.","journal-title":"IEEE Transactions on fuzzy systems"},{"key":"3_CR12","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1016\/S0165-0114(03)00021-6","volume":"141","author":"R. Jensen","year":"2004","unstructured":"Jensen R., Shen Q. (2004) Fuzzy-rough attributes reduction with application to web categorization, Fuzzy Sets and Systems, Vol. 141, pp. 469\u2013485.","journal-title":"Fuzzy Sets and Systems"},{"issue":"12","key":"3_CR13","doi-asserted-by":"publisher","first-page":"1457","DOI":"10.1109\/TKDE.2004.96","volume":"16","author":"R. Jensen","year":"2004","unstructured":"Jensen R., Shen Q. (2004) Semantics-preserving dimensionality reduction: rough and fuzzy-rough-based approaches, IEEE Transaction on Knowledge and Data Engineering, Vol. 16, no. 12, pp. 1457\u20131471.","journal-title":"IEEE Transaction on Knowledge and Data Engineering"},{"key":"3_CR14","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/j.fss.2004.07.014","volume":"149","author":"R. Jensen","year":"2005","unstructured":"Jensen R., Shen Q. (2005) Fuzzy-rough data reduction with ant colony optimization, fuzzy sets and systems Vol. 149, pp. 5\u201320.","journal-title":"fuzzy sets and systems"},{"key":"3_CR15","volume-title":"Fuzzy Logic: Theory and Applications","author":"G.J. Klir","year":"1995","unstructured":"Klir G. J., Yuan B. (1995) Fuzzy Logic: Theory and Applications, Prentice-Hall, Englewood CliIs, NJ."},{"key":"3_CR16","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1007\/978-1-4471-3238-7_31","volume-title":"Rough Sets, Fuzzy Sets and Knowledge Discovery","author":"T. Y. Lin","year":"1994","unstructured":"Lin T. Y., Liu Q. (1994) Rough approximate operators: axiomatic rough set theory, in: W. Ziarko (Ed.), Rough Sets, Fuzzy Sets and Knowledge Discovery, Springer, Berlin, pp. 256\u2013260."},{"key":"3_CR17","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/j.ins.2003.08.017","volume":"160","author":"J.S. Mi","year":"2004","unstructured":"Mi J. S., Zhang W. X. (2004) An axiomatic characterization of a fuzzy generalization of rough sets, Information Sciences Vol. 160, pp. 235\u2013249.","journal-title":"Information Sciences"},{"key":"3_CR18","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1016\/S0165-0114(97)00104-8","volume":"100","author":"N.N. Morsi","year":"1998","unstructured":"Morsi N. N., Yakout M. M. (1998) Axiomatics for fuzzy rough set, Fuzzy Sets Systems, Vol. 100, pp. 327\u2013342.","journal-title":"Fuzzy Sets Systems"},{"key":"3_CR19","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z. Pawlak","year":"1982","unstructured":"Pawlak Z. (1982) Rough Sets. International Journal of Computer and Information Sciences. Vol. 11, pp. 341\u2013356.","journal-title":"International Journal of Computer and Information Sciences"},{"key":"3_CR20","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-011-3534-4","volume-title":"Rough Sets: Theoretical Aspects of Reasoning about Data [M]","author":"Z. Pawlak","year":"1991","unstructured":"Pawlak Z. (1991) Rough Sets: Theoretical Aspects of Reasoning about Data [M]. Dordrecht: Kluwer Academic Publishers."},{"key":"3_CR21","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/S0165-0114(01)00032-X","volume":"126","author":"M. Radzikowska","year":"2002","unstructured":"Radzikowska M., Kerre E. E. (2002) A comparative study of fuzzy rough sets, Fuzzy Sets and Systems, Vol. 126, pp. 137\u2013155.","journal-title":"Fuzzy Sets and Systems"},{"key":"3_CR22","doi-asserted-by":"publisher","first-page":"1351","DOI":"10.1016\/j.patcog.2003.10.016","volume":"37","author":"Q. Shen","year":"2004","unstructured":"Shen Q., Jensen R., (2004) Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring, Pattern Recognition, Vol. 37, pp. 1351\u20131363.","journal-title":"Pattern Recognition"},{"unstructured":"Thiele H. (2000) On axiomatic characterisation of fuzzy approximation operators I, the fuzzy rough set based case, RSCTC 2000, Banff ParkLodge, Bariff, Canada, 19\u201319 October 2000, Conference Proceedings, pp. 239\u2013247.","key":"3_CR23"},{"doi-asserted-by":"crossref","unstructured":"Thiele H. (2001) On axiomatic characterisation of fuzzy approximation operators II, the rough fuzzy set based case, Proceedings of the 31st IEEE International Symposium on Multiple-Valued Logic, pp. 330\u2013335.","key":"3_CR24","DOI":"10.1109\/ISMVL.2001.924592"},{"unstructured":"Thiele H. (2001) On axiomatic characterization of fuzzy approximation operators III, the fuzzy diamond and fuzzy box cases, The 10th IEEE International Conference on Fuzzy Systems Vol. 2, pp. 1148\u20131151.","key":"3_CR25"},{"key":"3_CR26","first-page":"89","volume":"37","author":"R. Wiweger","year":"1989","unstructured":"Wiweger R. (1989) On topological rough sets, Bulletin of Polish Academy of Sciences: Mathematics Vol. 37, pp. 89\u201393.","journal-title":"Bulletin of Polish Academy of Sciences: Mathematics"},{"key":"3_CR27","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1016\/S0020-0255(02)00379-1","volume":"15","author":"W.Z. Wu","year":"2003","unstructured":"Wu W. Z., Zhang W. X. (2003) Generalized fuzzy rough sets. Information Sciences. Vol. 15, pp. 263\u2013282.","journal-title":"Information Sciences"},{"key":"3_CR28","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1016\/j.ins.2003.08.005","volume":"159","author":"W.Z. Wu","year":"2004","unstructured":"Wu W. Z., Zhang W. X. (2004) Constructive and axiomatic approaches of fuzzy approximation operators, Information Sciences Vol. 159, pp. 233\u2013254.","journal-title":"Information Sciences"},{"key":"3_CR29","first-page":"51","volume":"37","author":"U. Wybraniec-Skardowska","year":"1989","unstructured":"Wybraniec-Skardowska U. (1989) On a generalization of approximation space, Bulletin of the Polish Academy of Sciences: Mathematics Vol. 37, pp. 51\u201361.","journal-title":"Bulletin of the Polish Academy of Sciences: Mathematics"},{"unstructured":"Yang X. P. (2005) The Minimization of Axiom Sets Characterizing Generalized Fuzzy Rough Approximation Operators, fuzzy systems and knowledge discovery second international conference, FSKD 2005, Changsha, China, August 27\u201329,2005, Proceeding, Part I, pp. 1303\u20131308.","key":"3_CR30"},{"key":"3_CR31","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1016\/S0888-613X(96)00071-0","volume":"15, 1996","author":"Y.Y. Yao","year":"1996","unstructured":"Yao Y. Y. (1996) Two views of the theory of rough sets in finite universes, International Journal of Approximate Reasoning Vol. 15, 1996, pp. 291\u2013317.","journal-title":"International Journal of Approximate Reasoning"},{"key":"3_CR32","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/S0020-0255(98)00012-7","volume":"109","author":"Y.Y. Yao","year":"1998","unstructured":"Yao Y. Y. (1998) Constructive and algebraic methods of the theory of rough sets, Journal of Information Sciences Vol. 109, pp. 21\u201347.","journal-title":"Journal of Information Sciences"},{"key":"3_CR33","first-page":"286","volume-title":"Rough Sets in Knowledge Discovery 1. Methodology and Applications","author":"Y.Y. Yao","year":"1998","unstructured":"Yao Y. Y. (1998) Generalized rough set model, in: L. Polkowski, A. Skowron (Eds.), Rough Sets in Knowledge Discovery 1. Methodology and Applications, Physica-Verlag, Heidelberg, pp. 286\u2013318."},{"key":"3_CR34","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1080\/10798587.1996.10750660","volume":"2","author":"Y.Y. Yao","year":"1996","unstructured":"Yao Y. Y., Lin T. Y. (1996) Generalization of rough sets using modal logic, Intelligent Automation and Soft Computing, an International Journal Vol. 2, pp. 103\u2013120.","journal-title":"Intelligent Automation and Soft Computing, an International Journal"},{"issue":"3","key":"3_CR35","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1109\/TFUZZ.2004.841734","volume":"13","author":"D.S. Yeung","year":"2005","unstructured":"Yeung D. S., Chen D. G., Tsang E. C. C., Lee J. W. T., Wang X. Z. (2005) On the Generalization of Fuzzy Rough Sets, IEEE Transactions on Fuzzy Systems, Vol. 13, no. 3, pp. 343\u2013361.","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"3_CR36","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"L.A. Zadeh","year":"1965","unstructured":"Zadeh L. A. (1965) Fuzzy sets, Information Control, Vol. 8, 1965, pp. 338\u2013353.","journal-title":"Information Control"},{"key":"3_CR37","first-page":"1129","volume":"XV","author":"W. Zakowski","year":"1982","unstructured":"Zakowski W. (1982) On a concept of rough sets, Demonstratio Mathematica XV 1129\u20131133.","journal-title":"Demonstratio Mathematica"}],"container-title":["Studies in Fuzziness and Soft Computing","Fuzzy Sets and Their Extensions: Representation, Aggregation and Models"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-73723-0_3.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,26]],"date-time":"2021-08-26T11:55:29Z","timestamp":1629978929000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-73723-0_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540737223"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-73723-0_3","relation":{},"subject":[]}}