Algorithms & Complexity Products

  • 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 – 2019-11-20 
    CRC Press

  • 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 – 2020-01-29 
    CRC Press
    Data-Enabled Engineering

  • 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

  • Applied Swarm Intelligence

    1st Edition

    Edited by Yaniv Altshuler

    This book offers a comprehensive analysis of the variety of tools and techniques used today for the design and modeling of efficient and robust swarm-intelligence based systems: highly (or fully) decentralized, semi-autonomous, highly-scalable infrastructures in various real-life scenarios. Among…

    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 – 2020-04-30 
    CRC Press
    Digital Imaging and Computer Vision

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