Data Preparation & Mining Products

  • Feature Engineering for Machine Learning and Data Analytics

    Edited by Guozhu Dong, Huan Liu

    Edited by two of the leading experts in the field, this book provides a comprehensive reference book on feature engineering. The book will provide a description of problems/applications/dataset types suitable for feature engineering, as well as techniques, principles, issues and challenges for…

    Hardback – 2018-05-15 
    CRC Press
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • Exploratory Data Analysis Using R

    By Ronald K. Pearson

    This textbook introduces exploratory data analysis (EDA) and covers the range of interesting features we can expect to find in data. The book also explores the practical mechanics of using R to do EDA. Based on the author's course at the University of Connecticut, the book assumes no prior exposure…

    Hardback – 2018-05-15 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • Military Applications of Data Analytics

    Edited by Kevin Huggins

    Hardback – 2018-05-01 
    Auerbach Publications
    Data Analytics Applications

  • Data Analytics in Football

    Positional Data Collection, Modelling and Analysis

    By Daniel Memmert, Dominik Raabe

    Data Analytics in Football provides students, researchers and coaches with a firm grounding in the principles of modern performance analysis, and offers an insight into the use of positional data, exploring how it can be collected, modelled, analysed and interpreted. Introducing cutting-edge…

    Paperback – 2018-04-01 
    Routledge

  • The Emerging Technology of Big Data

    Its Impact as a Tool for ICT Development

    By Heru Susanto, Fang-Yie Leu, Chin Kang Chen

    Big Data is now highly regarded and accepted as a useful tool to help organizations manage their data and information effectively and efficiently. This new volume, The Emerging Technology of Big Data: Its Impact as a Tool for ICT Development, looks at the new technology that has emerged to meet the…

    Hardback – 2018-03-31 
    Apple Academic Press

  • Applied Cloud Deep Semantic Recognition

    Advanced Anomaly Detection

    Edited by Mehdi Roopaei, Peyman Najafirad (Paul Rad)

    This book provides a comprehensive overview of the research on anomaly detection with respect to context and situational awareness that aim to get a better understanding of how context information influences anomaly detection. In each chapter, it identifies advanced anomaly detection and key…

    Hardback – 2018-03-30 
    Auerbach Publications

  • A Practical Guide to Database Design, Second Edition

    By Rex Hogan

    This book contains a major update to the previous edition. It covers how to implement and manage the Database Management System (DBMS) itself, how to write scripts to extract and load data from source files, and how to develop user interfaces to view and update data within the database.…

    Hardback – 2018-03-29 
    Chapman and Hall/CRC

  • Big Data in the Arts and Humanities

    Theory and Practice

    By Giovanni Schiuma, Daniela Carlucci

    This books sheds light on the unique and creative contributions that the arts and humanities can make to the development of approaches to use big data effectively. It also explores opportunities and challenges for research in the arts and humanities created by the development in the capability to…

    Hardback – 2018-03-19 
    Auerbach Publications
    Data Analytics Applications

  • Deep Learning in Biometrics

    Edited by Mayank Vatsa, Richa Singh, Angshul Majumdar

    Deep Learning is now ubiquitous with applied machine learning. All of the technology giants (e.g. Google, Microsoft, Apple, etc.) are focusing on deep learning based techniques for data analytics and artificial intelligence. This technology applies quite strongly to biometrics. This book will cover…

    Hardback – 2018-03-09 
    CRC Press

  • Data Stewardship for Open Science

    Implementing FAIR Principles

    By Barend Mons

    Data scientists and data experts in general will play a key role in the sciences in the decades to come. Yet there is not a comprehensive and flexible study book for the ‘data steward’ of today and the future. This practical book aims to remedy that. This book is written initially from a…

    Hardback – 2018-02-27 
    Chapman and Hall/CRC

  • Web Technology

    Theory and Practice

    By Akshi Kumar

    The proposed book intends to expound the complete concept of Web in Theory, Web in Research and Web in Practice with the help of worked out examples for better understanding. Planned as a comprehensive reading for beginners and a reference for advanced learners, the book includes latest…

    Hardback – 2017-12-31 
    Chapman and Hall/CRC

  • Big Data and Computational Intelligence in Networking

    Edited by Yulei Wu, Fei Hu, Geyong Min, Albert Y. Zomaya

    This book presents state-of-the-art solutions to the theoretical and practical challenges stemming from the leverage of big data and its computational intelligence in supporting smart network operation, management, and optimization. In particular, the technical focus covers the comprehensive…

    Hardback – 2017-12-15 
    CRC Press

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