Algorithms & Complexity Products

  • Grammars and Automata for String Processing

    From Mathematics and Computer Science to Biology, and Back, 1st Edition

    Edited by Carlos Martin-Vide, Victor Mitrana

    The conventional wisdom was that biology influenced mathematics and computer science. But a new approach has taken hold: that of transferring methods and tools from computer science to biology. The reverse trend is evident in Grammars and Automata for String Processing: From Mathematics and…

    Paperback – 2019-11-29
    CRC Press

  • Text Mining with Machine Learning

    Principles and Techniques, 1st Edition

    By Jan Žižka, František Dařena, Arnošt Svoboda

    This book provides a perspective on the application of machine learning-based methods in knowledge discovery from natural languages texts. By analysing various data sets, conclusions which are not normally evident, emerge and can be used for various purposes and applications. The book provides…

    Hardback – 2019-11-11
    CRC Press

  • A Primer on Machine Learning Applications in Civil Engineering

    1st Edition

    By Paresh Chandra Deka

    Machine learning has undergone rapid growth in diversification and practicality, and the repertoire of techniques has evolved and expanded. The aim of this book is to provide a broad overview of the available machine-learning techniques that can be utilized for solving civil engineering problems.…

    Hardback – 2019-11-07
    CRC Press

  • Machine Learning and its Applications

    1st Edition

    By Peter Wlodarczak

    In recent years, machine learning has gained a lot of interest. Due to the advances in processor technology and the availability of large amounts of data, machine learning techniques have provided astounding results in areas such as object recognition or natural language processing. New approaches,…

    Hardback – 2019-11-04
    CRC Press

  • The EM Algorithm and Related Statistical Models

    1st Edition

    Edited by Michiko Watanabe, Kazunori Yamaguchi

    Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related Statistical Models offers a valuable method for constructing statistical models when only incomplete information is available, and proposes specific estimation algorithms for solutions to incomplete data…

    Paperback – 2019-10-17
    CRC Press
    Statistics: A Series of Textbooks and Monographs

  • Automatic Detection Algorithms of Oil Spill in Radar Images

    1st Edition

    By Maged Marghany

    Synthetic Aperture Radar Automatic Detection Algorithms (SARADA) for Oil Spills conveys the pivotal tool required to fully comprehend the advanced algorithms in radar monitoring and detection of oil spills, particularly quantum computing and algorithms as a keystone to comprehending theories and…

    Hardback – 2019-10-04
    CRC Press

  • Hidden Markov Models

    Theory and Implementation using MATLAB®, 1st Edition

    By João Paulo Coelho, Tatiana M. Pinho, José Boaventura-Cunha

    This book presents, in an integrated form, both the analysis and synthesis of three different types of hidden Markov models. Unlike other books on the subject, it is generic and does not focus on a specific theme, e.g. speech processing. Moreover, it presents the translation of hidden Markov models…

    Hardback – 2019-08-13
    CRC Press

  • Advanced Data Structures

    Theory and Applications, 1st Edition

    By Suman Saha, Shailendra Shukla

    Advanced data structures is a core course in Computer Science which most graduate program in Computer Science, Computer Science and Engineering, and other allied engineering disciplines, offer during the first year or first semester of the curriculum. The objective of this course is to enable…

    Hardback – 2019-06-25
    Chapman and Hall/CRC

  • Image Analysis, Classification and Change Detection in Remote Sensing

    With Algorithms for Python, Fourth Edition, 4th Edition

    By Morton John Canty

    Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition, is focused on the development and implementation of statistically motivated, data-driven techniques for digital image analysis of remotely sensed imagery and it features a tight…

    Hardback – 2019-03-20
    CRC Press

  • Machine Learning in Translation Corpora Processing

    1st Edition

    By Krzysztof Wolk

    This book reviews ways to improve statistical machine speech translation between Polish and English. Research has been conducted mostly on dictionary-based, rule-based, and syntax-based, machine translation techniques. Most popular methodologies and tools are not well-suited for the Polish language…

    Hardback – 2019-03-05
    CRC Press

  • Computational Complexity of Counting and Sampling

    1st Edition

    By Istvan Miklos

    Computational Complexity of Counting and Sampling provides readers with comprehensive and detailed coverage of the subject of computational complexity. It is primarily geared toward researchers in enumerative combinatorics, discrete mathematics, and theoretical computer science. The book covers the…

    Paperback – 2019-02-20
    Chapman and Hall/CRC
    Discrete Mathematics and Its Applications

  • Machine Learning for Computer and Cyber Security

    Principle, Algorithms, and Practices, 1st Edition

    Edited by Brij B. Gupta, Quan Z. Sheng

    While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer…

    Hardback – 2019-02-13
    CRC Press
    Cyber Ecosystem and Security

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