Machine Learning - Design Products

  • Machine Learning for Natural Hazards

    1st Edition

    Edited by Dieu Tien Bui, Francisco Martínez Álvarez

    Unexpected and extreme natural hazards resulting from the Earth's natural processes can be harmful to humans. As a result, powerful approaches have been developed to apply advanced machine learning and big data methods for extracting relevant patterns, high performance computing, and data…

    Hardback – 2020-04-15 
    CRC Press

  • Multi-UAV Planning and Task Allocation

    1st Edition

    By Yasmina Bestaoui Sebbane

    Multi-robot systems are a major research topic in robotics. Designing, testing, and deploying aerial robots in the real world is a possibility due to recent technological advances. This book explores different aspects of cooperation in multi-agent systems. It covers the team approach, as well as…

    Hardback – 2020-04-16 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Artificial Intelligence and Robotics Series

  • 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 – 2020-05-15 
    CRC Press

  • Artificial Intelligence in a Throughput Model: Some Major Algorithms

    Some Major Algorithms, 1st Edition

    By Waymond Rodgers

    Physical and behavioral biometric technologies such as fingerprinting, facial recognition, voice identification, etc. have enhanced the level of security substantially in recent years. Governments and corporates have employed these technologies to achieve better customer satisfaction. However,…

    Hardback – 2020-05-15 
    CRC Press

  • Statistical Machine Learning

    A Model-Based Approach, 1st Edition

    By Richard Golden

    The recent rapid growth in the variety and complexity of new machine learning architectures requires the development of improved methods for designing, analyzing, evaluating, and communicating machine learning technologies. Statistical Machine Learning: A Unified Framework provides students,…

    Hardback – 2020-05-22 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Texts in Statistical Science

  • Just Enough R!

    An Interactive Approach to Machine Learning and Analytics, 1st Edition

    By Richard J. Roiger

    Just Enough R!  An Interactive Approach to Machine Learning and Analytics: presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data.  The approach might be called “…

    Paperback – 2020-06-15 
    Chapman and Hall/CRC

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