Machine Learning Products

  • Zeroing Dynamics, Gradient Dynamics, and Newton Iterations

    By Yunong Zhang, Lin Xiao, Zhengli Xiao, Mingzhi Mao

    The online solution to mathematical problems arises in many fields of science, engineering, and business. The Neural networksand neural-dynamic approach is now regarded as a powerful methord for this. Comparing with the conventional gradient neuralnetworks which can only deal with constant…

    Hardback – 2015-12-08 
    CRC Press

  • Text Mining, Web Mining, and Visualization Use Cases Using Open Source Tools

    Edited by Markus Hofmann, Andrew Chisholm

    This introductory book for text and web mining utilizes only open source tools to illustrate and teach unique use case applications. Each use case consists of a fully implemented application based on a real text/web mining example. Data and clear instructions to implement the use case are provided…

    Hardback – 2015-12-04 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • Swarm Intelligence

    Principles, Advances, and Applications

    By Aboul Ella Hassanien, Eid Emary

    This book presents a brief introduction to the mathematical optimization with special attention to swarm-intelligence and their applications, divisions, variants, and hybridizations. Basic concepts related to swarm intelligence are presented such as randomness, random walks and chaos theory, as a…

    Hardback – 2015-12-04 
    CRC Press

  • Risks of Artificial Intelligence

    Edited by Vincent C. Muller

    This book covers the latest research on General Artificial Intelligence, including the risks and future impacts. Ethical issues in artificial intelligence are covered extensively, along with an exploration of autonomous technology and its impact on humanity. The book also covers famous artificial…

    Hardback – 2015-12-03 
    Chapman and Hall/CRC

  • Online Portfolio Selection

    Principles and Algorithms

    By Bin Li, Steven Chu Hong Hoi

    This book investigates online portfolio selection (OLPS), which aims to efficiently allocate capital among a set of assets. The principles of OLPS mainly include follow the winner, follow the loser, and pattern matching based algorithms. Based on various existing algorithms, the authors designed…

    Hardback – 2015-11-24 
    CRC Press

  • Graph-Based Social Media Analysis

    Edited by Ioannis Pitas

    Focused on the mathematical foundations of social media analysis, Graph-Based Social Media Analysis provides a comprehensive introduction to the use of graph analysis in the study of social and digital media. It addresses an important scientific and technological challenge, namely the confluence of…

    Hardback – 2015-10-30 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • Video Cataloguing

    Structure Parsing and Content Extraction

    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…

    Hardback – 2015-10-27 
    CRC Press

  • Face Detection and Recognition

    Theory and Practice

    By Asit Kumar Datta, Madhura Datta, Pradipta Kumar Banerjee

    Face detection and recognition are the nonintrusive biometrics of choice in many security applications. Examples of their use include border control, driver’s license issuance, law enforcement investigations, and physical access control. Face Detection and Recognition: Theory and Practice…

    Hardback – 2015-10-20 
    Chapman and Hall/CRC

  • Cognitive Robotics

    Edited by Hooman Samani

    The kimono-clad android robot that recently made its debut as the new greeter at the entrance of Tokyo's Mitsukoshi department store is just one example of the rapid advancements being made in the field of robotics.Cognitive robotics is an approach to creating artificial intelligence in robots by…

    Hardback – 2015-10-06 
    CRC Press

  • Event Mining

    Algorithms and Applications

    Edited by Tao Li

    Event mining encompasses techniques for automatically and efficiently extracting valuable knowledge from historical event/log data. The field, therefore, plays an important role in data-driven system management. Event Mining: Algorithms and Applications presents state-of-the-art event mining…

    Hardback – 2015-10-02 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • Biometrics in Support of Military Operations

    Lessons from the Battlefield

    By William C. Buhrow

    Biometrics in Support of Military Operations: Lessons from the Battlefield examines and evaluates recent U.S. military experiences in Iraq and Afghanistan in the context of the use of biometrics and related technologies. The book takes a comprehensive look at how biometrics has been used to support…

    Hardback – 2015-09-29 
    CRC Press

  • Accelerating Discovery

    Mining Unstructured Information for Hypothesis Generation

    By Scott Spangler

    Unstructured Mining Approaches to Solve Complex Scientific Problems As the volume of scientific data and literature increases exponentially, scientists need more powerful tools and methods to process and synthesize information and to formulate new hypotheses that are most likely to be both true…

    Hardback – 2015-09-25 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

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