LIBROS DEL AUTOR: gabor lugosi

3 resultados para LIBROS DEL AUTOR: gabor lugosi

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  • A Probabilistic Theory of Pattern Recognition
    Gabor Lugosi / László Györfi / Luc Devroye
    Pattern recognition presents one of the most significant challenges for scientists and engineers, and many different approaches have been proposed. The aim of this book is to provide a self-contained account of probabilistic analysis of these approaches. The book includes a discussion of distance measures, nonparametric methods based on kernels or nearest neighbors, Vapnik-Cher...
    Disponible

    46,09 €

  • A Probabilistic Theory of Pattern Recognition
    Gabor Lugosi / Laszlo Gyorfi / Luc Devroye
    A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems and exercises to further the readers understanding. Both research workers and graduate students will b...
    Disponible

    119,87 €

  • Combinatorial Methods in Density Estimation
    Gabor Lugosi / Luc Devroye
    Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths. This book is the first to explore a new paradigm for the data-based or automatic selection of the free parameters of density estimates in general so that the expected ...
    Disponible

    134,23 €