Rough Set Theory and Granular Computing
商品資訊
系列名:Studies in Fuzziness and Soft Computing, 125
ISBN13:9783540005742
出版社:Springer Verlag
作者:Masahiro Inuiguchi; Shusaku Tsumoto (EDT); Shoji Hirano (EDT)
出版日:2003/07/01
裝訂/頁數:精裝/300頁
規格:22.9cm*15.9cm*1.9cm (高/寬/厚)
商品簡介
This monograph presents novel approaches and new results in fundamentals and applications related to rough sets and granular computing. It includes the application of rough sets to real world problems, such as data mining, decision support and sensor fusion. The relationship of rough sets to other important methods of data analysis – Bayes theorem, neurocomputing and pattern recognition is thoroughly examined. Another issue is the rough set based data analysis, including the study of decision making in conflict situations. Recent engineering applications of rough set theory are given, including a processor architecture organization for fast implementation of basic rough set operations and results concerning advanced image processing for unmanned aerial vehicles. New emerging areas of study and applications are presented as well as a wide spectrum of on-going research, which makes the book valuable to all interested in the field of rough set theory and granular computing.
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