Advances in Knowledge Discovery and Data Mining

5th Pacific-Asia Conference, PAKDD 2001 Hong Kong, China, April 16–18, 2001 Proceedings

  • David Cheung
  • Graham J. Williams
  • Qing Li
Conference proceedings PAKDD 2001

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2035)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 2035)

Table of contents

  1. Front Matter
    Pages I-XVIII
  2. Keynote Presentations

  3. Web Mining

    1. Chia-Hui Chang, Shao-Chen Lui, Yen-Chin Wu
      Pages 4-15
    2. Vijay S. Iyengar, Tong Zhang
      Pages 16-27
    3. Yao-Tsung Lin, Shian-Shyong Tseng
      Pages 41-46
    4. Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda
      Pages 47-52
  4. Text Mining

    1. Eui-Hong (Sam) Han, George Karypis, Vipin Kumar
      Pages 53-65
    2. Chi Yuen Ng, Joseph Lee, Felix Cheung, Ben Kao, David Cheung
      Pages 90-101
  5. Applications and Tools

    1. Boon-Toh Low, Ki Chan, Lei-Lei Choi, Man-Yee Chin, Sin-Ling Lay
      Pages 114-123
    2. Ole M. Nielsen⋆, Peter Christen, Markus Hegland, Tatiana Semenova, Timothy Hancock
      Pages 124-135
    3. Andrew Turpin, Eibe Frank, Mark Hall, Ian H. Witten, Chris A. Johnson
      Pages 136-147
    4. Russell J. Kennett, Kevin B. Korb, Ann E. Nicholson
      Pages 148-153
    5. Chun Hung Li, Pong Chi Yuen
      Pages 154-160
  6. Concept Hierarchies

    1. Keyun Hu1, Yuefei Sui, Yuchang Lu, Ju Wang, Chunyi Shi
      Pages 167-173
    2. Yanee Kachai, Kitsana Waiyamai
      Pages 186-197
  7. Feature Selection

    1. Rohan A. Baxter, Graham J. Williams, Hongxing He
      Pages 198-209
    2. Alexandros Kalousis, Melanie Hilario
      Pages 222-233
  8. Interestingness

    1. Guozhu Dong, Kaustubh Deshpande
      Pages 234-246
    2. Robert J. Hilderman, Howard J. Hamilton
      Pages 247-259
  9. Sequence Mining

    1. Zhenyu Liu, Wesley W. Chu, Adam Huang, Chris Folk, Chih-Ming Ho
      Pages 270-281
    2. Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz
      Pages 282-293
    3. Minghua Zhang, Ben Kao, Chi-Lap Yip, David Cheung
      Pages 294-305
  10. Spatial and Temporal Mining

    1. Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams
      Pages 324-335
    2. Jeffrey Xu Yu, Michael K. Ng, Joshua Zhexue Huang
      Pages 336-347
    3. Vladimir Estivill-Castro, Ickjai Lee, Alan T. Murray
      Pages 348-357
    4. Xiao-ming Jin, Yuchang Lu, Chunyi Shi
      Pages 358-363
  11. Association Mining

    1. Jiuyong Li, Hong Shen, Rodney Topor
      Pages 364-375
    2. Fan-Chen Tseng, Ching-Chi Hsu
      Pages 376-386
    3. Ke Wang, Yu He
      Pages 387-399
    4. Jiming Liu, Jian Yin
      Pages 406-412
    5. Anna M. Manning, John A. Keane
      Pages 413-420
  12. Classification and Rule Induction

    1. Chun-hung Cheng, Jian Tang, Ada Wai-chee Fu, Irwin King
      Pages 433-443
    2. Claudia Diamantini, Maurizio Panti
      Pages 444-454
    3. Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong
      Pages 455-466
    4. Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira
      Pages 467-476

About these proceedings


This book constitutes the refereed proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2001, held in Hong Kong, China in April 2001.
The 38 revised full papers and 22 short papers presented were carefully reviewed and selected from a total of 152 submissions. The book offers topical sections on Web mining, text mining, applications and tools, concept hierarchies, feature selection, interestingness, sequence mining, spatial and temporal mining, association mining, classification and rule induction, clustering, and advanced topics and new methods.


Algorithmic Learning Bayesian network Classification DRM Data Mining Database Mining Information Retrieval Sequential Learning Text Summarization Web Mining calculus database evolutionary algorithm performance semantics

Editors and affiliations

  • David Cheung
    • 1
  • Graham J. Williams
    • 2
  • Qing Li
    • 3
  1. 1.Dept. of Computer Science and Information SystemsThe University of Hong KongPokfulamHong Kong China
  2. 2.CSIRO Mathematical and Information SciencesCanberraAustralia
  3. 3.Department of Computer ScienceCity University of Hong KongKowloonHong Kong China

Bibliographic information

  • DOI
  • Copyright Information Springer-Verlag Berlin Heidelberg 2001
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-41910-5
  • Online ISBN 978-3-540-45357-4
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site
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