Advances in Knowledge Discovery and Data Mining: 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings: 3918 (Lecture Notes in Computer Science, 3918) - Softcover

Softcover

ISBN 10: 3540332065 ISBN 13: 9783540332060

Publisher: Springer, 2006

Synopsis

The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) is a leading international conference in the area of data mining and knowledge discovery. This year marks the tenth anniversary of the successful annual series of PAKDD conferences held in the Asia Pacific region. It was with pleasure that we hosted PAKDD 2006 in Singapore again, since the inaugural PAKDD conference was held in Singapore in 1997. PAKDD 2006 continues its tradition of providing an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all aspects of KDD data mining, including data cleaning, data warehousing, data mining techniques, knowledge visualization, and data mining applications. This year, we received 501 paper submissions from 38 countries and regions in Asia, Australasia, North America and Europe, of which we accepted 67 (13.4%) papers as regular papers and 33 (6.6%) papers as short papers. The distribution of the accepted papers was as follows: USA (17%), China (16%), Taiwan (10%), Australia (10%), Japan (7%), Korea (7%), Germany (6%), Canada (5%), Hong Kong (3%), Singapore (3%), New Zealand (3%), France (3%), UK (2%), and the rest from various countries in the Asia Pacific region.

About this title

Synopsis

This book constitutes the refereed proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2006, held in Singapore in April 2006.The 67 revised full papers and 33 revised short papers presented together with 3 invited talks or extended abstracts thereof were carefully reviewed and selected from 501 submissions. The papers are organized in topical sections on classification, ensemble learning, clustering, support vector machines, text and document mining, web mining, graph and network mining, association rule mining, bio-data mining, outlier and intrusion detection, privacy, relational database, multimedia mining, stream data mining, temporal data mining, novel algorithms, and innovative applications.

Edition details

• Publisher: Springer
• Publication date: 2006
• Language: English
• ISBN 10: 3540332065
• ISBN 13: 9783540332060
• Binding: Paperback
• Number of pages: 903
• Editor: Ng Wee Keong, Kitsuregawa Masaru, Li Jianzhong