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Pattern Classification
Shigeo Abe
€ 128.40
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Description for Pattern Classification
Hardback. Provides a unified approach for developing a fuzzy classifier and explains the advantages and disadvantages of different classifiers through performance evaluation of real data sets. This book offers fresh learning paradigms for analyzing neural networks and fuzzy systems, while training fuzzy classifiers. Num Pages: 327 pages, biography. BIC Classification: UYQN; UYQP. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 20. Weight in Grams: 669.
Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult but once they have been extracted, it is relatively easy to analyze the fuzzy system. This book solves the above problems by developing new learning paradigms and architectures for neural networks and fuzzy systems.
The book consists of two parts: Pattern Classification and Function Approximation. In the first part, based on the synthesis principle of the neural-network classifier: A new learning paradigm is discussed and classification performance and training time of the new paradigm for several ... Read more
Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult but once they have been extracted, it is relatively easy to analyze the fuzzy system. This book solves the above problems by developing new learning paradigms and architectures for neural networks and fuzzy systems.
The book consists of two parts: Pattern Classification and Function Approximation. In the first part, based on the synthesis principle of the neural-network classifier: A new learning paradigm is discussed and classification performance and training time of the new paradigm for several ... Read more
Product Details
Format
Hardback
Publication date
2000
Publisher
Springer London Ltd United Kingdom
Number of pages
327
Condition
New
Number of Pages
327
Place of Publication
England, United Kingdom
ISBN
9781852333522
SKU
V9781852333522
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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