Data mining and knowledge discovery technologies
Title:
Data mining and knowledge discovery technologies
Author:
Taniar, David.
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2008.
Physical Description:
electronic texts (ix, 369 p. : ill.) : digital files.
Series:
Advances in data warehousing and mining series,
Contents:
1. OLEMAR / Riadh Messaoud, Sabine Rabaséda, Rokia Missaoui, Omar Boussaid -- 2. Interestingness measures for association rules / Yun Koh, Richard O'Keefe, Nathan Rountree -- 3. Mining association rules from XML data / Qin Ding, Gnanasekaran Sundarraj -- 4. A lattice-based framework for interactively and incrementally mining web traversal patterns / Yue-Shi Lee, Show-Jane Yen -- 5. Determination of optimal clusters using a genetic algorithm / Tushar, Shibendu Shekhar Roy, Dilip Kumar Pratihar -- 6. K-means clustering adopting rbf-Kernel / ABM Shawkat Ali -- 7. Advances in classification of sequence data / Pradeep Kumar, P. Krishna, Raju Bapi, T. Padmaja -- 8. Domain driven data mining / Longbing Cao, Chengqi Zhang -- 9. Model free data mining / Can Yang, Jun Meng, Shanan Zhu, Mingwei Dai -- 10. Minimizing the minus sides of mining data / John Wang, Xiaohua Hu, Dan Zhu --11. Study of protein-protein interactions from multiple data sources / Tu Ho, Thanh Nguyen, Tuan Tran -- 12. Data mining in the social sciences and iterative attribute elimination / Anthony Scime, Gregg Murray, Wan Huang, Carol Brownstein-Evans -- 13. A machine learning approach for one-stop learning / Marco Alvarez, SeungJin Lim -- 14. Using cryptography for privacy-preserving data mining / Justin Zhan.
Abstract:
This book presents researchers and practitioners in fields such as knowledge management, information science, Web engineering, and medical informatics, with comprehensive, innovative research on data mining methods, structures, tools, and methods, the knowledge discovery process, and data marts, among many other cutting-edge topics.
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Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-960-1