LIBROS DEL AUTOR: sebastian ventura

6 resultados para LIBROS DEL AUTOR: sebastian ventura

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  • Supervised Descriptive Pattern Mining
    José María Luna / Sebastián Ventura
    This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics.  It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns in the knowledge discovery process, as well as a brief summary on the tasks related to supervised descri...
    Disponible

    146,64 €

  • Supervised Descriptive Pattern Mining
    José María Luna / Sebastián Ventura
    This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics.  It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns in the knowledge discovery process, as well as a brief summary on the tasks related to supervised descri...
    Disponible

    133,00 €

  • Multiple Instance Learning
    Francisco Herrera / Rafael Bello / Sebastián Ventura
    This book provides a general overview of multiple instance learning (MIL), defining the framework and covering the central paradigms. The authors discuss the most important algorithms for MIL such as classification, regression and clustering. With a focus on classification, a taxonomy is set and the most relevant proposals are specified. Efficient algorithms are developed to di...
    Disponible

    134,13 €

  • Pattern Mining with Evolutionary Algorithms
    José María Luna / Sebastián Ventura
    This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, the discovery process suffers from both high runtime and memory requirements, espec...
    Disponible

    134,32 €

  • Multiple Instance Learning
    Francisco Herrera / Rafael Bello / Sebastián Ventura
    This book provides a general overview of multiple instance learning (MIL), defining the framework and covering the central paradigms. The authors discuss the most important algorithms for MIL such as classification, regression and clustering. With a focus on classification, a taxonomy is set and the most relevant proposals are specified. Efficient algorithms are developed to di...
    Disponible

    132,78 €

  • Pattern Mining with Evolutionary Algorithms
    José María Luna / Sebastián Ventura
    This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, the discovery process suffers from both high runtime and memory requirements, espec...
    Disponible

    132,96 €