Data Preparation & Mining 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

  • 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

  • Intelligent Systems for Smart Grid

    Security Analysis, Optimization, and Knowledge Discovery, 1st Edition

    By Yan Xu, Zhao Yang Dong

    Power systems are evolving towards the smart grid paradigm, featuring large-scale integration of renewable energy resources, deeper participation of demand side, and enhanced interaction of electric vehicles to grid. These emerging elements have introduced significant challenges to the system’s…

    Hardback – 2020-03-15 
    CRC Press

  • Deep Data Analytics for New Product Development

    1st Edition

    By Walter R. Paczkowski

    This book presents and develops the deep data analytics for providing the information needed for successful new product development. Deep Data Analytics for New Product Development has a simple theme: information about what customers need and want must be extracted from data to effectively guide…

    Paperback – 2020-03-10 
    Routledge

  • 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

  • JavaScript for Data Science

    1st Edition

    By Maya Gans, Toby Hodges, Greg Wilson

    JavaScript is the native language of the Internet. Originally created to make web pages more dynamic, it is now used for software projects of all kinds, including scientific visualization and data services. However, most data scientists have little or no experience with JavaScript, and most…

    Paperback – 2020-02-07 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Science 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

  • Basketball Data Science

    With Applications in R, 1st Edition

    By Paola Zuccolotto, Marica Manisera

    Using data from one season of NBA games, Basketball Data Science: With Applications in R is the perfect book for anyone interested in learning and applying data analytics in basketball. Whether assessing the spatial performance of an MBA player’s shots or doing an analysis of the impact of…

    Paperback – 2020-01-21 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Science Series

  • Video Cataloguing

    Structure Parsing and Content Extraction, 1st Edition

    By Guangyu Gao, Chi Harold Liu

    The arrival of the digital age has created the need to be able to store, manage, and digitally use an ever-increasing amount of video and audio material. Thus, video cataloguing has emerged as a requirement of the times. Video Cataloguing: Structure Parsing and Content Extraction explains how to…

    Paperback – 2020-01-10 
    CRC Press

  • Business Intelligence and Analytics in Small and Medium Enterprises

    1st Edition

    Edited by Pedro Novo Melo, Carolina Machado

    Technological developments in recent years have been tremendous. This evolution is visible in companies through technological equipment, computerized procedures, and management practices associated with technologies. One of the management practices that are visible is related to business…

    Hardback – 2019-12-27 
    CRC Press
    Manufacturing Design and Technology

  • Introduction to Computational Health Informatics

    1st Edition

    By Arvind Kumar Bansal, Javed Iqbal Khan, S. Kaisar Alam

    This class-tested textbook is designed for a semester-long graduate, or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics. It integrates computer science and…

    Paperback – 2019-12-20 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

Product Search