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Showing 1 - 12 of 12 results for “isabelle bloch”
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  • Fuzzy Sets Methods in Image Processing and Understanding

    Medical Imaging Applications

    by Isabelle Bloch, Anca Ralescu ...
    Series series Biomedical and Life Sciences (R0)
    This book provides a thorough overview of recent methods using higher level information (object or scene level) for advanced tasks such as image understanding along with their applications to medical images. Advanced methods for fuzzy image processing and understanding are presented, including fuzzy spatial objects, geometry and topology, mathematical morphology, machine learning, verbal ... Read more

    $134.09 USD

  • Information Fusion in Signal and Image Processing

    Major Probabilistic and Non-Probabilistic Numerical Approaches

    Edited by Isabelle Bloch ...
    The area of information fusion has grown considerably during the last few years, leading to a rapid and impressive evolution. In such fast-moving times, it is important to take stock of the changes that have occurred. As such, this books offers an overview of the general principles and specificities of information fusion in signal and image processing, as well as covering the main numerical ... Read more

    $177.00 USD

  • Belief Functions: Theory and Applications

    7th International Conference, BELIEF 2022, Paris, France, October 26–28, 2022, Proceedings

    Edited by Sylvie Le Hégarat-Mascle, Isabelle Bloch, Emanuel Aldea ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 7th International Conference on Belief Functions, BELIEF 2022, held in Paris, France, in October 2022.The theory of belief functions is now well established as a general framework for reasoning with uncertainty, and has well-understood connections to other frameworks such as probability, possibility, and imprecise probability theories. It has ... Read more

    $49.49 USD

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  • Machine Learning

    A Constraint-Based Approach

    by Marco Gori ...
    Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes neural networks and kernel machines. The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. While regarding symbolic ... Read more

    $71.09 USD

  • Regularized System Identification

    Learning Dynamic Models from Data

    by Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung ...
    Series series Engineering (R0)
    This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine learning without losing sight of the system-theoretical principles of black-box identification. The ... Read more

    Free

  • Probabilistic Machine Learning

    An Introduction

    by Kevin P. Murphy ...
    Series series Adaptive Computation and Machine Learning series
    A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra ... Read more

    $77.99 USD

  • Computation, Cryptography, and Network Security

    Edited by Nicholas J. Daras, Michael Th. Rassias ...
    Series series Mathematics and Statistics (R0)
    Analysis, assessment, and data management are core competencies for operation research analysts. This volume addresses a number of issues and developed methods for improving those skills. It is an outgrowth of a conference held in April 2013 at the Hellenic Military Academy, and brings together a broad variety of mathematical methods and theories with several applications. It discusses directions ... Read more

    $89.09 USD

  • Modern Information Processing

    From Theory to Applications

    Edited by Bernadette Bouchon-Meunier, Giulianella Coletti, Ronald R. Yager ...
    The volume "Modern Information Processing: From Theory to Applications," edited by Bernadette Bouchon-Meunier, Giulianella Coletti and Ronald Yager, is a collection of carefully selected papers drawn from the program of IPMU'04, which was held in Perugia, Italy. The book represents the cultural policy of IPMU conference which is not focused on narrow range of methodologies, but on the contrary ... Read more

    $148.49 USD

  • Handbook of Blind Source Separation

    Independent Component Analysis and Applications

    Edited by 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 ... Read more

    $148.49 USD

  • Inductive Logic Programming

    27th International Conference, ILP 2017, Orléans, France, September 4-6, 2017, Revised Selected Papers

    Edited by Nicolas Lachiche, Christel Vrain ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the thoroughly refereed post-conference proceedings of the 27th International Conference on Inductive Logic Programming, ILP 2017, held in Orléans, France, in September 2017.The 12 full papers presented were carefully reviewed and selected from numerous submissions.Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic ... Read more

    $49.49 USD

  • Belief Functions: Theory and Applications

    6th International Conference, BELIEF 2021, Shanghai, China, October 15–19, 2021, Proceedings

    Edited by Thierry Denœux, Eric Lefèvre, Zhunga Liu, Frédéric Pichon ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 6th International Conference on Belief Functions, BELIEF 2021, held in Shanghai, China, in October 2021. The 30 full papers presented in this book were carefully selected and reviewed from 37 submissions. The papers cover a wide range on theoretical aspects on mathematical foundations, statistical inference as well as on applications in various ... Read more

    $62.99 USD

  • Mathematical Aspects of Computer and Information Sciences

    7th International Conference, MACIS 2017, Vienna, Austria, November 15-17, 2017, Proceedings

    Edited by Johannes Blömer, Ilias S. Kotsireas, Temur Kutsia, Dimitris E. Simos ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 7th International Conference on Mathematical Aspects of Computer and Information Sciences, MACIS 2017, held in Vienna, Austria, in November 2017.The 28 revised papers and 8 short papers presented were carefully reviewed and selected from 67 submissions. The papers are organized in the following topical sections: foundation of algorithms in ... Read more

    $49.49 USD