Machine Learning Products

  • Deep Learning Algorithms for Satellite Imagery

    1st Edition

    By Saikat Basu

    This book provides key insights into the world of Deep Learning pertaining to satellite image understanding. It highlights what differentiates satellite image datasets from other natural or synthetic images and how to tackle problems specific to these imagery data. From answering questions like how…

    Hardback – 2020-04-15 
    CRC Press

  • 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

  • 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

  • Natural Language Processing in Artificial Intelligence

    1st Edition

    Edited by Brojo Kishore Mishra, Raghvendra Kumar

    This volume, Natural Language Processing in Artificial Intelligence, focuses on natural language processing (NLP), artificial intelligence (AI), and allied areas. The book delves into natural language processing, which enables communication between people and computers and automatic translation to…

    Hardback – 2020-04-04 
    Apple Academic Press

  • New Age Analytics

    Transforming the Internet through Machine Learning, IoT, and Trust Modeling, 1st Edition

    Edited by Gulshan Shrivastava, Sheng-Lung Peng, Himani Bansal, Kavita Sharma, Meenakshi Sharma

    This comprehensive and timely book, New Age Analytics: Transforming the Internet through Machine Learning, IoT, and Trust Modeling, explores the importance of tools and techniques used in machine learning, big data mining, and more. The book explains how advancements in the world of the web have…

    Hardback – 2020-03-01 
    Apple Academic Press

  • Construction 4.0

    An Innovation Platform for the Built Environment, 1st Edition

    Edited by Anil Sawhney, Michael Riley, Javier Irizarry

    Modelled on the concept of Industry 4.0, the idea of Construction 4.0 is based on a confluence of trends and technologies that promise to reshape the way built environment assets are designed, constructed and operated. With the pervasive use of Building Information Modelling (BIM), lean…

    Hardback – 2020-02-25 
    Routledge

  • Handbook of Automated Scoring

    Theory into Practice, 1st Edition

    Edited by Duanli Yan, André A. Rupp, Peter W. Foltz

    "Automated scoring engines…require a careful balancing of the contributions of technology, NLP, psychometrics, artificial intelligence, and the learning sciences. This volume is evidence that the theories, methodologies, and underlying technology that surround automated scoring have reached…

    Hardback – 2020-02-20 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences

  • Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare

    1st Edition

    By Mark Chang

    Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare covers exciting developments at the intersection of computer science and statistics. While much of machine-learning is statistics-based, achievements in deep learning for image and language processing rely on computer…

    Hardback – 2020-02-12 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Biostatistics Series

  • 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 – 2020-02-03 
    CRC Press
    Data-Enabled Engineering

  • Introduction to Wavelet Transforms

    1st Edition

    By Nirdosh Bhatnagar

    The textbook, Introduction to Wavelet Transforms provides basics of wavelet transforms in a self-contained manner. Applications of wavelet transform theory permeate our daily lives. Therefore it is imperative to have a strong foundation for this subject. Features No prior knowledge of the…

    Hardback – 2020-01-30 
    Chapman and Hall/CRC

  • Machine Learning in Cognitive IoT

    1st Edition

    By Neeraj Kumar, Aaisha Makkar

    This book covers the different technologies of Internet, and machine learning capabilities involved in Cognitive Internet of Things (CIoT). Machine learning is explored by covering all the technical issues and various models used for data analytics during decision making at different steps. It…

    Hardback – 2020-01-28 
    CRC Press

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