Del 10 i serien Advances In Fuzzy Systems-applications And Theory

Fuzzy Algorithms: With Applications To Image Processing And Pattern Recognition

Inbunden, Engelska, 1996

1 569 kr

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This text deals with the subject of fuzzy algorithms and their applications to image processing and pattern recognition. Subjects covered include membership functions; fuzzy clustering; fuzzy rulers and defuzzification; fuzzy classifiers; and combined classifiers.

Produktinformation

Utgivningsdatum1996-10-01
Mått160 x 218 x 23 mm
Vikt499 g
FormatInbunden
SpråkEngelska
SerieAdvances In Fuzzy Systems-applications And Theory
Antal sidor240
FörlagWorld Scientific Publishing Co Pte Ltd
ISBN9789810226978

Tillhör följande kategorier

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.