Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

New and Published Books

1-10 of 40 results in Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

1. 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
2. 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
3. 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
4. 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
5. 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
6. 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
7. Knowledge-Driven Medicine

   A Machine Learning Approach

   Edited by R. Bharat Rao, Glenn Fung, Romer Rosales

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

   Focusing on several recent, novel machine learning automatic algorithms, this reference provides the first source on the use of machine learning methods in designing computer-aided diagnosis (CAD) systems. It proposes a framework for CAD problems, presents the technical issues involved when...

   Published June 14th 2012 by CRC Press
8. 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 June 14th 2012 by Chapman and Hall/CRC
9. Intelligent Technologies for Web Applications

   By Priti Srinivas Sajja, Rajendra Akerkar

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

   The Internet has become an integral part of human life, yet the web still utilizes mundane interfaces to the physical world, which makes Internet operations somewhat mechanical, tedious, and less human-oriented. Filling a large void in the literature, Intelligent Technologies for Web Applications...

   Published May 20th 2012 by Chapman and Hall/CRC
10. Introduction to Agent Mining

    By Longbing Cao, Chengqi Zhang, Zili Zhang

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

    Multiagent systems and data mining have emerged as two of the most vigorous areas for building intelligent information technology. This book presents the synergy between these fields, along with the methodologies, techniques, algorithms, and systems that integrate these technologies. It highlights...

    Published May 10th 2012 by CRC Press