Algorithms & Complexity Products

  • Swarm Intelligence: From Social Bacteria to Humans

    From Social Bacteria to Humans, 1st Edition

    Edited by Andrew Schumann

    The notion of swarm intelligence was introduced for describing decentralized and self-organized behaviors of groups of animals. Then this idea was extrapolated to design groups of robots which interact locally to cumulate a collective reaction. Some natural examples of swarms are as follows: ant…

    Hardback – 2020-04-15 
    CRC Press

  • Deep Learning in Computer Vision

    Principles and Applications, 1st Edition

    Edited by Mahmoud Hassaballah, Ali Ismail Awad

    Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each…

    Hardback – 2020-04-14 
    CRC Press
    Digital Imaging and Computer Vision

  • Social Media Analytics for User Behavior Modeling

    A Task Heterogeneity Perspective, 1st Edition

    By Arun Reddy Nelakurthi, Jingrui He

    In recent years social media has gained significant popularity and has become an essential medium of communication. Such user-generated content provides an excellent scenario for applying the metaphor of mining any information. Transfer learning is a research problem in machine learning that…

    Hardback – 2020-01-23 
    CRC Press
    Data-Enabled Engineering

  • Artificial Intelligence and the Environmental Crisis

    Can Technology Really Save the World?, 1st Edition

    By Keith Ronald Skene

    A radical and challenging book which argues that artificial intelligence needs a completely different set of foundations, based on ecological intelligence rather than human intelligence, if it is to deliver on the promise of a better world. This can usher in the greatest transformation in human…

    Paperback – 2019-12-19 
    Routledge

  • 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

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