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1. 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...

   To Be Published January 25th 2013 by Chapman and Hall/CRC
2. Spectral Feature Selection for Data Mining

   By Zheng Alan Zhao, Huan Liu

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

   Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature selection algorithms and developing new algorithms for emerging problems in real-world applications. This technique represents a unified...

   Published December 13th 2011 by Chapman and Hall/CRC
3. Computational Methods of Feature Selection

   Edited by Huan Liu, Hiroshi Motoda

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

   Due to increasing demands for dimensionality reduction, research on feature selection has deeply and widely expanded into many fields, including computational statistics, pattern recognition, machine learning, data mining, and knowledge discovery. Highlighting current research issues, Computational...

   Published October 28th 2007 by Chapman and Hall/CRC