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Rough Set Theory and Granular Computing

Language EnglishEnglish
Book Paperback
Book Rough Set Theory and Granular Computing Masahiro Inuiguchi
Libristo code: 01650967
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, December 2010
This monograph presents novel approaches and new results in fundamentals and applications related to... Full description
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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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About the book

Full name Rough Set Theory and Granular Computing
Author Masahiro Inuiguchi, Shusaku Tsumoto, Shoji Hirano
Language English
Binding Book - Paperback
Date of issue 2010
Number of pages 300
EAN 9783642056147
ISBN 3642056148
Libristo code 01650967
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 492
Dimensions 156 x 235 x 18

Categories

Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Mathematics & Science > Mathematics > Applied mathematics
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Technology: general issues > Maths for engineers
Computing & Information Technology > Information technology: general issues
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