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  • Support Vector Machines for Pattern Classificationby Shigeo Abe

    Springer London 2006; US$ 119.00

    I was shocked to see a student?s report on performance comparisons between support vector machines (SVMs) and fuzzy classi?ers that we had developed withourbestendeavors.Classi?cationperformanceofourfuzzyclassi?erswas comparable, but in most cases inferior, to that of support vector machines. This tendency was especially evident when the numbers of... more...

  • Support Vector Machines for Pattern Classificationby Shigeo Abe

    Springer London 2010; US$ 189.00

    This guide on the use of SVMs in pattern classification includes a rigorous performance comparison of classifiers and regressors. The book takes the unique approach of focusing on classification rather than covering the theoretical aspects of SVMs. more...

  • Pattern Classificationby Shigeo Abe

    Springer London 2012; US$ 132.00

    The unified approach for extracting fuzzy rules against different fuzzy classifier architectures A new learning paradigm for neural network classifiers based on the network synthesis principle Extensive performance comparisons including conventional classifiers more...

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