Tensors for Data Processing: Theory, Methods and Applications

ISBN: 9780128244470
Код товара 128476

Yipeng Liu

Tensors for Data Processing: Theory, Methods and Applications

Tensors for Data Processing: Theory, Methods and Applications

ISBN: 9780128244470
Код товара 128476

15 465 ₽

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  • Автор

    Yipeng Liu

  • Издатель

    Elsevier Science

  • Тип обложки

    Paperback

  • Размеры

    23.50 x 19.05 x 3.07 cm

  • Год издания

    2021

  • Вес (г)

    1010

  • ISBN

    9780128244470

  • Язык

    ENG

  • Кол-во страниц

    594

О чём книга?

Tensors for Data Processing: Theory, Methods and Applications presents both classical and state-of-the-art methods on tensor computation for data processing, covering computation theories, processing methods, computing and engineering applications, with an emphasis on techniques for data processing. This reference is ideal for students, researchers and industry developers who want to understand and use tensor-based data processing theories and methods.

As a higher-order generalization of a matrix, tensor-based processing can avoid multi-linear data structure loss that occurs in classical matrix-based data processing methods. This move from matrix to tensors is beneficial for many diverse application areas, including signal processing, computer science, acoustics, neuroscience, communication, medical engineering, seismology, psychometric, chemometrics, biometric, quantum physics and quantum chemistry.


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