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Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

Series Editor: Vipin Kumar

New and Published Books

1-10 of 43 results in Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
  1. Computational Business Analytics

    By Subrata Das

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    Learn How to Properly Use the Latest Analytics Approaches in Your Organization Computational Business Analytics presents tools and techniques for descriptive, predictive, and prescriptive analytics applicable across multiple domains. Through many examples and challenging case studies from a variety...

    Published December 13th 2013 by Chapman and Hall/CRC

  2. RapidMiner

    Data Mining Use Cases and Business Analytics Applications

    Edited by Markus Hofmann, Ralf Klinkenberg

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    Powerful, Flexible Tools for a Data-Driven WorldAs the data deluge continues in today’s world, the need to master data mining, predictive analytics, and business analytics has never been greater. These techniques and tools provide unprecedented insights into data, enabling better decision making...

    Published October 24th 2013 by Chapman and Hall/CRC

  3. Data Clustering

    Algorithms and Applications

    Edited by Charu C. Aggarwal, Chandan K. Reddy

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data Clustering: Algorithms and Applications provides complete coverage of the entire area of clustering,...

    Published August 20th 2013 by Chapman and Hall/CRC

  4. Practical Graph Mining with R

    Edited by Nagiza F. Samatova, William Hendrix, John Jenkins, Kanchana Padmanabhan, Arpan Chakraborty

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    Discover Novel and Insightful Knowledge from Data Represented as a GraphPractical Graph Mining with R presents a "do-it-yourself" approach to extracting interesting patterns from graph data. It covers many basic and advanced techniques for the identification of anomalous or frequently recurring...

    Published July 14th 2013 by Chapman and Hall/CRC

  5. Computational Intelligent Data Analysis for Sustainable Development

    Edited by Ting Yu, Nitesh Chawla, Simeon Simoff

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    Going beyond performing simple analyses, researchers involved in the highly dynamic field of computational intelligent data analysis design algorithms that solve increasingly complex data problems in changing environments, including economic, environmental, and social data. Computational...

    Published April 3rd 2013 by Chapman and Hall/CRC

  6. Support Vector Machines

    Optimization Based Theory, Algorithms, and Extensions

    By Naiyang Deng, Yingjie Tian, Chunhua Zhang

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)—classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs...

    Published December 16th 2012 by Chapman and Hall/CRC

  7. Service-Oriented Distributed Knowledge Discovery

    By Domenico Talia, Paolo Trunfio

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today’s often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures....

    Published October 4th 2012 by Chapman and Hall/CRC

  8. Contrast Data Mining

    Concepts, Algorithms, and Applications

    Edited by Guozhu Dong, James Bailey

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    A Fruitful Field for Researching Data Mining Methodology and for Solving Real-Life ProblemsContrast Data Mining: Concepts, Algorithms, and Applications collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more...

    Published September 6th 2012 by Chapman and Hall/CRC

  9. Data Analytics

    A Problem-Solving Approach

    By Sanjay Chawla, Nitesh Chawla

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    An increasing number of businesses and organizations are creating new analytics departments to identify, manage, and make best use of patterns within their large data repositories. This is the first book to target data mining practitioners working within these organizations, by introducing the key...

    Published June 14th 2012 by Chapman and Hall/CRC

  10. Social Computing

    A Data Mining Perspective

    By Huan Liu, Jianping Zhang, Arunabha Sen

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    This book begins with a brief introduction to social computing and a review of classic graph theory and game theory. It then examines the data used to construct social networks, focusing on emerging Web 2.0 technologies and social networking websites, such as Facebook and MySpace. The book also...

    Published June 14th 2012 by Chapman and Hall/CRC

Forthcoming Books

  1. Data Classification: Algorithms and Applications
    Edited by Charu C. Aggarwal
    To Be Published June 23rd 2014
  2. Spatial and Spatiotemporal Data Mining
    Edited by SHASHI SHEKHAR, Ranga Raju Vatsavai
    To Be Published January 14th 2015
  3. Introduction to Agent Mining
    By Longbing Cao, Chengqi Zhang, Zili Zhang
    To Be Published March 14th 2015
  4. Data Mining with R: Learning with Case Studies, Second Edition
    By Luis Torgo
    To Be Published March 14th 2015

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