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Sökresultat - Chapman & Hall/Crc Machine Learning & Pattern Recognition

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  • Machine Learning

    Machine Learning
    av Stephen Marsland

    Inbunden - 2014 - Engelska - ISBN: 9781466583283

    A Proven, Hands-On Approach for Students without a Strong Statistical FoundationSince the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the…

  • Statistical Reinforcement Learning

    Statistical Reinforcement Learning
    av Masashi Sugiyama

    Inbunden - 2015 - Engelska - ISBN: 9781439856895

    Reinforcement learning is a mathematical framework for developing computer agents that can learn an optimal behavior by relating generic reward signals with its past actions. With numerous successful applications in business intelligence, plant cont…

  • Sparse Modeling

    Sparse Modeling
    av Irina Rish

    Inbunden - 2014 - Engelska - ISBN: 9781439828694

    Sparse models are particularly useful in scientific applications, such as biomarker discovery in genetic or neuroimaging data, where the interpretability of a predictive model is essential. Sparsity can also dramatically improve the cost efficiency…

  • Multilinear Subspace Learning

    Multilinear Subspace Learning
    av Haiping Lu

    Inbunden - 2013 - Engelska - ISBN: 9781439857243

    Due to advances in sensor, storage, and networking technologies, data is being generated on a daily basis at an ever-increasing pace in a wide range of applications, including cloud computing, mobile Internet, and medical imaging. This large multidi…

  • Multi-Label Dimensionality Reduction

    Multi-Label Dimensionality Reduction
    av Liang Sun

    Inbunden - 2013 - Engelska - ISBN: 9781439806159

    Similar to other data mining and machine learning tasks, multi-label learning suffers from dimensionality. An effective way to mitigate this problem is through dimensionality reduction, which extracts a small number of features by removing irrelevan…

  • Introduction to Machine Learning with Applications in Information Security

    Introduction to Machine Learning with Applications in Information Security
    av Mark Stamp

    Inbunden - 2017 - Engelska - ISBN: 9781138626782

    Introduction to Machine Learning with Applications in Information Security provides a class-tested introduction to a wide variety of machine learning algorithms, reinforced through realistic applications. The book is accessible and doesn't prove the…