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Rough Set Theory and Granular Computing

Name: Rough Set Theory and Granular Computing
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01556185
Price: 160.89 EUR
Availability: InStock
Author: M. Inuiguchi
ISBN: 9783540005742

M. Inuiguchi

Shusuka Tsumoto

S. Hirano

Lingua

Inglese

Libro Rigido

Codice Libristo: 01556185

Casa editrice Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, aprile 2003

This monograph presents novel approaches and new results in fundamentals and applications related to... Descrizione completa

Codice Libristo: 01556185

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160.89 €

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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.