Machine Learning Products

  • Graph-Based Social Media Analysis

    Edited by Ioannis Pitas

    This book provides a comprehensive introduction to the use of graph analysis in the study of social media and digital media. It covers the following topics: graphs in social media, graph theory, algebraic analysis of graphs, graph clustering, diffusion in social media, label propagation in graphs,…

    Hardback – 2015-10-29 
    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…

    Pack - Book & Ebook – 2015-10-28 
    CRC Press

  • Video Cataloguing

    Structure Parsing and Content Extraction

    By Guangyu Gao, Chi Harold Liu

    We now live and work in a flood of data, among which a significant part is video, generated by billions of net citizens, millions of public video cameras, and other sources. Apparently analysis, utilization, even cataloging and storage of the huge amount of video becomes a problem. This book …

    Hardback – 2015-10-26 
    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 – 2015-09-30 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • 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 – 2015-09-24 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

  • 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 – 2015-09-15 
    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 – 2015-09-10 
    Chapman and Hall/CRC

  • 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 – 2015-09-07 
    CRC Press

  • Networking for Big Data

    Edited by Shui Yu, Xiaodong Lin, Jelena Misic, Xuemin (Sherman) Shen

    Networking for Big Data supplies an unprecedented look at cutting-edge research on the networking and communication aspects of Big Data. Starting with a comprehensive introduction to Big Data and its networking issues, it offers deep technical coverage of both theory and applications.The book is…

    Hardback – 2015-08-12 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Big Data Series

  • Artificial Superintelligence

    A Futuristic Approach

    By Roman V. Yampolskiy

    A day does not go by without a news article reporting some amazing breakthrough in artificial intelligence (AI). Many philosophers, futurists, and AI researchers have conjectured that human-level AI will be developed in the next 20 to 200 years. If these predictions are correct, it raises new and…

    Paperback – 2015-06-18
    Chapman and Hall/CRC

  • Digital Representations of the Real World

    How to Capture, Model, and Render Visual Reality

    Edited by Marcus A. Magnor, Oliver Grau, Olga Sorkine-Hornung, Christian Theobalt

    Create Genuine Visual Realism in Computer Graphics Digital Representations of the Real World: How to Capture, Model, and Render Visual Reality explains how to portray visual worlds with a high degree of realism using the latest video acquisition technology, computer graphics methods, and computer…

    Hardback – 2015-05-06
    A K Peters/CRC Press

  • Statistical Learning with Sparsity

    The Lasso and Generalizations

    By Trevor Hastie, Robert Tibshirani, Martin Wainwright

    Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret than a dense model. Statistical Learning with Sparsity: The Lasso and Generalizations presents…

    Hardback – 2015-05-06
    Chapman and Hall/CRC
    Chapman & Hall/CRC Monographs on Statistics & Applied Probability

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