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  • Recent Advances in Ensembles for Feature Selection

    Recent Advances in Ensembles for Feature Selection
    av Veronica Bolon-Canedo

    Inbunden - 2018 - Engelska - ISBN: 9783319900797

    This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any single method. It reviews various techniques for comb…

  • Feature Selection for High-Dimensional Data

    Feature Selection for High-Dimensional Data
    av Veronica Bolon-Canedo

    Häftad - 2016 - Engelska - ISBN: 9783319366432

    This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data.The a…

  • Recent Advances in Ensembles for Feature Selection

    Recent Advances in Ensembles for Feature Selection
    av Veronica Bolon-Canedo

    Häftad - 2019 - Engelska - ISBN: 9783030079291

    This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any single method. It reviews various techniques for comb…

  • Feature Selection for High-Dimensional Data

    Feature Selection for High-Dimensional Data
    av Veronica Bolon-Canedo

    Inbunden - 2015 - Engelska - ISBN: 9783319218571

    This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data.The a…

  • Microarray Bioinformatics

    Microarray Bioinformatics

    Inbunden - 2019 - Engelska - ISBN: 9781493994410

    This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior…

  • Microarray Bioinformatics

    Microarray Bioinformatics

    Häftad - 2020 - Engelska - ISBN: 9781493994441

    This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior…