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Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

Series Editor: Vipin Kumar

New and Published Books

1-10 of 42 results in Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
  1. Data Classification

    Algorithms and Applications

    Edited by Charu C. Aggarwal

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

    Comprehensive Coverage of the Entire Area of Classification Research on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data...

    Published July 25th 2014 by Chapman and Hall/CRC

  2. 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 14th 2013 by Chapman and Hall/CRC

  3. 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 25th 2013 by Chapman and Hall/CRC

  4. 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 21st 2013 by Chapman and Hall/CRC

  5. 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 15th 2013 by Chapman and Hall/CRC

  6. 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 4th 2013 by Chapman and Hall/CRC

  7. 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 17th 2012 by Chapman and Hall/CRC

  8. 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 5th 2012 by Chapman and Hall/CRC

  9. 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 7th 2012 by Chapman and Hall/CRC

  10. 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 15th 2012 by Chapman and Hall/CRC

Forthcoming Books

  1. Graph Analysis in Social Media
    Edited by Ioannis Pitas
    To Be Published May 26th 2015
  2. Healthcare Data Analytics
    Edited by Chandan K. Reddy, Charu C. Aggarwal
    To Be Published June 15th 2015
  3. Accelerating Discovery: Mining Unstructured Information for Hypothesis Generation
    By W. Scott Spangler
    To Be Published July 31st 2015

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