Fuzzy Algorithms: With Applications To Image Processing And Pattern Recognition
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-02-2697-8 (ISBN)
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Introduction: Fuzzy sets; probability and fuzziness; fuzzy models. Membership functions: heuristic selections; clustering approaches; adjustment and toning; applications; concluding remarks. Fuzzy clustering: clustering and fuzzy partition; fuzzy c-means algorithm; fuzzy cohonen clustering networks; cluster validity and optimal fuzzy clustering; applications; concluding remarks. Fuzzy rules and defuzzification: rules based on experience; learning from examples; decision tree approach; neural network approach; minimization of fuzzy rules; defuzzification and optimization; applications; concluding remarks. Fuzzy classifiers: fuzzy nearest neighbour classifier; fuzzy multilayer perceptron; fuzy decision trees; fuzzy string matching; applications; concluding remarks. Combined clasifications: introduction; voting schemes; maximum poteriori probability; Dempster-Shafer evidence theory; trained perceptron neural networks; applications; concluding remarks.
| Erscheint lt. Verlag | 1.10.1996 |
|---|---|
| Reihe/Serie | Advances In Fuzzy Systems-applications And Theory ; 10 |
| Verlagsort | Singapore |
| Sprache | englisch |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Mathematik / Informatik ► Informatik ► Theorie / Studium | |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| ISBN-10 | 981-02-2697-7 / 9810226977 |
| ISBN-13 | 978-981-02-2697-8 / 9789810226978 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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