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1 - 12 de 12 resultados para “sergios theodoridis”
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  • Pattern Recognition

    de Konstantinos Koutroumbas, Sergios Theodoridis ...
    This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an up-to-date, self-contained volume encapsulating this wide spectrum of information. The very latest methods ... Leer más

    $96.99 USD

  • Machine Learning

    From the Classics to Deep Networks, Transformers, and Diffusion Models

    de Sergios Theodoridis ...
    Machine Learning: From the Classics to Deep Networks, Transformers and Diffusion Models, Third Edition starts with the basics, including least squares regression and maximum likelihood methods, Bayesian decision theory, logistic regression, and decision trees. It then progresses to more recent techniques, covering sparse modelling methods, learning in reproducing kernel Hilbert spaces and support ... Leer más

    $84.99 USD

  • Academic Press Library in Signal Processing

    Signal Processing Theory and Machine Learning

    de Sergios Theodoridis, Rama Chellappa ...
    Series Libro 1 - Academic Press Library in Signal Processing
    This first volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in machine learning and advanced signal processing theory. With this reference source you will: - Quickly grasp a new area of research - Understand the underlying principles of a topic and its application - Ascertain ... Leer más

    $265.99 USD

  • Academic Press Library in Signal Processing, Volume 7

    Array, Radar and Communications Engineering

    de Rama Chellappa, Sergios Theodoridis ...
    Academic Press Library in Signal Processing, Volume 7: Array, Radar and Communications Engineering is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research in Array and Radar Processing, Communications Engineering and Machine Learning. Users will find the book to be an ... Leer más

    $139.99 USD

  • Machine Learning

    A Bayesian and Optimization Perspective

    de Sergios Theodoridis ...
    Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of supervised learning, namely regression and classification. The book starts with the basics, including mean square, least squares and maximum likelihood methods, ridge regression, Bayesian decision theory classification, logistic regression, and ... Leer más

    $94.99 USD

  • Academic Press Library in Signal Processing, Volume 6

    Image and Video Processing and Analysis and Computer Vision

    de Rama Chellappa, Sergios Theodoridis ...
    Academic Press Library in Signal Processing, Volume 6: Image and Video Processing and Analysis and Computer Vision is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research in both image and video processing and analysis and computer vision. The book provides an ... Leer más

    $139.99 USD

  • Machine Learning

    A Bayesian and Optimization Perspective

    de Sergios Theodoridis ...
    This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques – together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models.The book presents the major machine learning methods as they have been developed in different disciplines, ... Leer más

    $89.99 USD

  • Academic Press Library in Signal Processing

    Communications and Radar Signal Processing

    de Sergios Theodoridis, Rama Chellappa ...
    Series Libro 2 - Academic Press Library in Signal Processing
    This second volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in communications and radar engineering. With this reference source you will: - Quickly grasp a new area of research - Understand the underlying principles of a topic and its application - Ascertain how a topic relates ... Leer más

    $265.99 USD

  • Academic Press Library in Signal Processing

    Array and Statistical Signal Processing

    de Sergios Theodoridis, Rama Chellappa ...
    Series Libro 3 - Academic Press Library in Signal Processing
    This third volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in array and statistical signal processing. With this reference source you will: - Quickly grasp a new area of research - Understand the underlying principles of a topic and its application - Ascertain how a topic ... Leer más

    $202.99 USD

  • Academic Press Library in Signal Processing

    Image and Video Compression and Multimedia

    de Sergios Theodoridis, Rama Chellappa ...
    Series Libro 5 - Academic Press Library in Signal Processing
    This fifth volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in image and video compression and multimedia. With this reference source you will: - Quickly grasp a new area of research - Understand the underlying principles of a topic and its application - Ascertain how a topic ... Leer más

    $157.99 USD

  • Academic Press Library in Signal Processing

    Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing

    de Sergios Theodoridis, Rama Chellappa ...
    Series Libro 4 - Academic Press Library in Signal Processing
    This fourth volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing. With this reference source you will: - Quickly grasp a new area of research - Understand the underlying principles of a topic ... Leer más

    $202.99 USD

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  • Handbook of Blind Source Separation

    Independent Component Analysis and Applications

    Edición de Pierre Comon, Christian Jutten ...
    Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and ... Leer más

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