LIBROS DEL AUTOR: alex freitas

5 resultados para LIBROS DEL AUTOR: alex freitas

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  • Automatic Design of Decision-Tree Induction Algorithms
    Alex A. Freitas / Alex AFreitas / André C.P.L.F de Carvalho / Rodrigo C. Barros / Rodrigo CBarros
    Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a ’generic’ decision-tree induction algorithm regardless of the data, the authors arg...
    Disponible

    72,91 €

  • Automatic Design of Decision-Tree Induction Algorithms
    Alex A. Freitas / André C.P.L.F de Carvalho / Rodrigo C. Barros
    Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a ’generic’ decision-tree induction algorithm regardless of the data, the authors arg...
    Disponible

    48,32 €

  • Mining Very Large Databases with Parallel Processing
    Alex A. Freitas / Simon H. Lavington
    Mining Very Large Databases with Parallel Processing addresses the problem of large-scale data mining. It is an interdisciplinary text, describing advances in the integration of three computer science areas, namely `intelligent’ (machine learning-based) data mining techniques, relational databases and parallel processing. The basic idea is to use...
    Disponible

    269,47 €

  • Automating the Design of Data Mining Algorithms
    Alex Freitas / Gisele L. Pappa
    Data Mining.- Evolutionary Algorithms.- Genetic Programming for Classification and Algorithm Design.- Automating the Design of Rule Induction Algorithms.- Computational Results on the Automatic Design of Full Rule Induction Algorithms.- Directions for Future Research on the Automatic Design of Data Mining Algorithms. ...
    Disponible

    206,90 €

  • Data Mining and Knowledge Discovery with Evolutionary Algorithms
    Alex A. Freitas
    This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the last few years, and their integration is currently an active research area. In general, data mining consists of extracting knowledge from data. The motivation for applying evolutionary algorithms ...
    Disponible

    133,97 €