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Titlebook: Rough Set Theory and Granular Computing; Masahiro Inuiguchi,Shoji Hirano,Shusaku Tsumoto Book 2003 Springer-Verlag Berlin Heidelberg 2003

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書目名稱Rough Set Theory and Granular Computing
編輯Masahiro Inuiguchi,Shoji Hirano,Shusaku Tsumoto
視頻videohttp://file.papertrans.cn/832/831884/831884.mp4
概述Recent research and applications in rough set theory and granular computing.Includes supplementary material:
叢書名稱Studies in Fuzziness and Soft Computing
圖書封面Titlebook: Rough Set Theory and Granular Computing;  Masahiro Inuiguchi,Shoji Hirano,Shusaku Tsumoto Book 2003 Springer-Verlag Berlin Heidelberg 2003
描述After 20 years of pursuing rough set theory and its applications a look on its present state and further prospects is badly needed. The monograph Rough Set Theory and Granular Computing edited by Masahiro Inuiguchi, Shoji Hirano and Shusaku Tsumoto meets this demand. It presents the newest developments in this area and gives fair picture of the state of the art in this domain. Firstly, in the keynote papers by Zdzislaw Pawlak, Andrzej Skowron and Sankar K. Pal the relationship of rough sets with other important methods of data analysis -Bayes theorem, neuro computing and pattern recognitio- is thoroughly examined. Next, several interesting generalizations of the the- ory and new directions of research are presented. Furthermore application of rough sets in data mining, in particular, rule induction methods based on rough set theory is presented and discussed. Further important issue dis- cussed in the monograph is rough set based data analysis, including study of decisions making in conflict situations. Last but not least, some recent engi- neering applications of rough set theory are given. They include a proposal of rough set processor architecture organization for fast implement
出版日期Book 2003
關(guān)鍵詞algorithms; architecture; calculus; clustering; data analysis; data mining; fuzzy; image processing; informa
版次1
doihttps://doi.org/10.1007/978-3-540-36473-3
isbn_softcover978-3-642-05614-7
isbn_ebook978-3-540-36473-3Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2003
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