Machine Learning Products

  • X-Machines for Agent-Based Modeling

    FLAME Perspectives

    By Mariam Kiran

    This book discusses various aspects of agent-based modeling and simulation using FLAME (Flexible Large-scale Agent-Based Modeling Environment) which is a popular agent-based modeling environment that enables automatic parallelization of models. Along with a focus on the software engineering…

    Hardback – 2017-01-20 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Computer and Information Science Series

  • Data Mining with R

    Learning with Case Studies, Second Edition

    By Luis Torgo

    Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first part will feature introductory material,…

    Hardback – 2016-12-21 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • Biometrics in a Data Driven World

    Trends, Technologies, and Challenges

    Edited by Sinjini Mitra, Mikhail Gofman

    Biometrics in a Data Driven World: Trends, Technologies, and Challenges aims to inform readers about the modern applications of biometrics in the context of a data-driven society, to familiarize them with the rich history of biometrics, and to provide them with a glimpse into the future of…

    Hardback – 2016-12-19 
    Chapman and Hall/CRC

  • Artificial Intelligence with Uncertainty, Second Edition

    By Deyi Li, Yi Du

    This book develops a framework that shows how uncertainty in Artificial Intelligence (AI) expands and generalizes traditional AI. It explores the uncertainties of knowledge and intelligence. The authors focus on the importance of natural language – the carrier of knowledge and intelligence, and…

    Hardback – 2016-12-15 
    CRC Press

  • Data Mining

    A Tutorial-Based Primer, Second Edition

    By Richard J. Roiger

    "Dr. Roiger does an excellent job of describing in step by step detail formulae involved in various data mining algorithms, along with illustrations. In addition, his tutorials in Weka software provide excellent grounding for students in comprehending the underpinnings of Machine Learning as…

    Pack - Book & Ebook – 2016-12-12 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • Big Data in Complex and Social Networks

    Edited by My T. Thai, Weili Wu, Hui Xiong

    This book presents recent developments on the theoretical, algorithmic, and application aspects of Big Data in Complex and Social Networks. The book consists of four parts, covering a wide range of topics. The first part of the book focuses on data storage and data processing. It explores how the…

    Hardback – 2016-12-07 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Big Data Series

  • Learning with Uncertainty

    By Xizhao Wang, Junhai Zhai

    Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criterion, and (4) Ensemble learning in a framework of…

    Hardback – 2016-11-29 
    CRC Press

  • Agent-Based Modeling and Simulation with Swarm

    By Hitoshi Iba

    Swarm-based multi-agent simulation leads to better modeling of tasks in biology, engineering, economics, art, and many other areas. It also facilitates an understanding of complicated phenomena that cannot be solved analytically. Agent-Based Modeling and Simulation with Swarm provides the…

    Paperback – 2016-10-31 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Studies in Informatics Series

  • Advances in Biometrics for Secure Human Authentication and Recognition

    Edited by Dakshina Ranjan Kisku, Phalguni Gupta, Jamuna Kanta Sing

    Although biometric systems present powerful alternatives to traditional authentication schemes, there are still many concerns about their security. Advances in Biometrics for Secure Human Authentication and Recognition showcases some of the latest technologies and algorithms being used for human…

    Paperback – 2016-10-31 
    CRC Press

  • Case Studies in Secure Computing

    Achievements and Trends

    Edited by Biju Issac, Nauman Israr

    In today’s age of wireless and mobile computing, network and computer security is paramount. Case Studies in Secure Computing: Achievements and Trends gathers the latest research from researchers who share their insights and best practices through illustrative case studies.This book examines the…

    Paperback – 2016-10-31 
    Auerbach Publications

  • New Directions in Behavioral Biometrics

    Edited by Khalid Saeed

    Automatic biometrics recognition techniques are increasingly important in corporate and public security systems and have increased in methods due to rapid field development. This book discusses classic behavioral biometrics as well as collects the latest advances in techniques, theoretical…

    Hardback – 2016-10-18
    CRC Press

  • A First Course in Machine Learning, Second Edition

    By Simon Rogers, Mark Girolami

    "A First Course in Machine Learning by Simon Rogers and Mark Girolami is the best introductory book for ML currently available. It combines rigor and precision with accessibility, starts from a detailed explanation of the basic foundations of Bayesian analysis in the simplest of settings, and goes…

    Pack - Book & Ebook – 2016-08-15
    Chapman and Hall/CRC
    Chapman & Hall/CRC Machine Learning & Pattern Recognition

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