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Pattern Classification
Shigeo Abe
€ 128.31
FREE Delivery in Ireland
Description for Pattern Classification
Paperback. Num Pages: 327 pages, biography. BIC Classification: UT; UYQ; UYQN. Category: (P) Professional & Vocational. Dimension: 234 x 157 x 19. Weight in Grams: 508.
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
Paperback
Publication date
2012
Publisher
Springer London Ltd United Kingdom
Number of pages
346
Condition
New
Number of Pages
327
Place of Publication
England, United Kingdom
ISBN
9781447110774
SKU
V9781447110774
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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