Rough Set Theory and Granular Computing (Hardcover, 2003 ed.)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Studies in Fuzziness and Soft Computing, 125
Release date:	April 2003
First published:	2003
Editors:	Masahiro Inuiguchi • Shusaku Tsumoto • Shoji Hirano
Dimensions:	235 x 155 x 19mm (L x W x T)
Format:	Hardcover
Pages:	300
Edition:	2003 ed.
ISBN-13:	978-3-540-00574-2
Categories:	Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General
LSN:	3-540-00574-9
Barcode:	9783540005742

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