Fuzzy Algorithms: With Applications To Image Processing And Pattern Recognition (Advances In Fuzzy Systems-applications And Theory 10)
By: Tuan Pham (editor)Hardback
Up to 2 WeeksUsually despatched within 2 weeks
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.
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- ID: 9789810226978
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