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Fuzzy Classifier Design

Language EnglishEnglish
Book Paperback
Book Fuzzy Classifier Design Ludmila I. Kuncheva
Libristo code: 01738141
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, October 2010
This book about fuzzy classifier design briefly introduces the fundamentals of supervised pattern re... Full description
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This book about fuzzy classifier design briefly introduces the fundamentals of supervised pattern recognition and fuzzy set theory. Fuzzy if-then classifiers are defined and some theoretical properties thereof are studied. Popular training algorithms are detailed. Non if-then fuzzy classifiers include relational, k-nearest neighbor, prototype-based designs, etc. A chapter on multiple classifier combination discusses fuzzy and non-fuzzy models for fusion and selection.

About the book

Full name Fuzzy Classifier Design
Author Ludmila I. Kuncheva
Language English
Binding Book - Paperback
Date of issue 2010
Number of pages 315
EAN 9783790824728
ISBN 3790824720
Libristo code 01738141
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 504
Dimensions 155 x 235 x 18

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Mathematics & Science > Mathematics > Mathematical foundations > Mathematical logic
Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Economics, Finance, Business & Management > Business & Management > Business mathematics & systems
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Computer security > Data encryption
Computing & Information Technology > Business applications
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