LIBROS DEL AUTOR: hitoshi iba

4 resultados para LIBROS DEL AUTOR: hitoshi iba

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  • Swarm Intelligence and Deep Evolution
    Hitoshi Iba
    The book provides theoretical and practical knowledge about swarm intelligence and evolutionary computation. It describes the emerging approach to deep learning that integrates swarm intelligence and evolutionary computation with deep learning. ...
    Disponible

    99,74 €

  • Evolutionary Approach to Machine Learning and Deep Neural Networks
    Hitoshi Iba
    This book provides theoretical and practical knowledge about a methodology for evolutionary algorithm-based search strategy with the integration of several machine learning and deep learning techniques. These include convolutional neural networks, Gröbner bases, relevance vector machines, transfer learning, bagging and boosting methods, clustering techniques (affinity propagati...
    Disponible

    136,16 €

  • Practical Applications of Evolutionary Computation to Financial Engineering
    Claus C. Aranha / Hitoshi Iba
    'Practical Applications of Evolutionary Computation to Financial Engineering' presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionary Computation. This book bridges the gap between academics in computer science and traders and explains the basic ideas of the proposed systems and the financial problems in ways t...
    Disponible

    136,16 €

  • Adaptive Learning of Polynomial Networks
    Hitoshi Iba / Nikolay Nikolaev
    Inductive Genetic Programming.- Tree-Like PNN Representations.- Fitness Functions and Landscapes.- Search Navigation.- Backpropagation Techniques.- Temporal Backpropagation.- Bayesian Inference Techniques.- Statistical Model Diagnostics.- Time Series Modelling.- Conclusions. ...
    Disponible

    182,90 €