LIBROS DEL AUTOR: shigeo abe

3 resultados para LIBROS DEL AUTOR: shigeo abe

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  • Neural Networks and Fuzzy Systems
    Shigeo Abe
    Neural Networks and Fuzzy Systems: Theory and Applications discusses theories that have proven useful in applying neural networks and fuzzy systems to real world problems. The book includes performance comparison of neural networks and fuzzy systems using data gathered from real systems. Topics covered include the Hopfield network for combinatori...
    Disponible

    133,97 €

  • Pattern Classification
    Shigeo Abe
    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 training fuzzy classifiers. Function approximation is als...
    Disponible

    133,62 €

  • Support Vector Machines for Pattern Classification
    Shigeo Abe
    A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Dis...
    Disponible

    268,22 €