Paperback
This book provides a unified approach for developing a fuzzy classifier and explains the advantages and disadvantages of different classifiers through extensive performance evaluation of real data sets. It thus offers new learning paradigms for analyzing neural networks and fuzzy systems, while trai…
Pattern Classification
neuro-fuzzy methods and their comparison
$310.69
- Paperback
327 pages
- Release Date
4 October 2012
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Summary
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 principl…
Book Details
| ISBN-13: | 9781447110774 |
|---|---|
| ISBN-10: | 1447110773 |
| Author: | Shigeo Abe |
| Publisher: | Springer London Ltd |
| Imprint: | Springer London Ltd |
| Format: | Paperback |
| Number of Pages: | 327 |
| Edition: | 00200th |
| Release Date: | 4 October 2012 |
| Weight: | 539g |
| Dimensions: | 235mm x 155mm |
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