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Advances in Knowledge Discovery and Data Mining

10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006. Proceedings

  • Wee-Keong Ng
  • Masaru Kitsuregawa
  • Jianzhong Li
  • Kuiyu Chang

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3918)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3918)

Table of contents

  1. Front Matter
  2. Keynote Speech

  3. Invited Speech

    1. Bhavani M. Thuraisingham
      Pages 12-14
  4. Classification

    1. Lianwei Zhao, Siwei Luo, Yanchang Zhao, Lingzhi Liao, Zhihai Wang
      Pages 20-29
    2. Dae-Ki Kang, Adrian Silvescu, Vasant Honavar
      Pages 45-54
    3. Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant Honavar
      Pages 55-59
    4. Kurt Driessens, Peter Reutemann, Bernhard Pfahringer, Claire Leschi
      Pages 60-69
  5. Ensemble Learning

    1. Fei Tony Liu, Kai Ming Ting
      Pages 81-90
    2. Hongjian Fan, Ming Fan, Kotagiri Ramamohanarao, Mengxu Liu
      Pages 91-96
    3. Eibe Frank, Bernhard Pfahringer
      Pages 97-106
    4. Yang Liu, Aijun An, Xiangji Huang
      Pages 107-118
  6. Ensemble Learning

    1. Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert
      Pages 139-148
    2. Lizheng Jiang, Dongqing Yang, Shiwei Tang, Xiuli Ma, Dehui Zhang
      Pages 149-159
    3. Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao
      Pages 160-173
    4. Elke Achtert, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert
      Pages 174-178
    5. Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle
      Pages 179-188
    6. Yunming Ye, Joshua Zhexue Huang, Xiaojun Chen, Shuigeng Zhou, Graham Williams, Xiaofei Xu
      Pages 189-198
    7. Michael Chau, Reynold Cheng, Ben Kao, Jackey Ng
      Pages 199-204
  7. Support Vector Machines

    1. Yumao Lu, Vwani Roychowdhury
      Pages 205-214
    2. Dongil Kim, Sungzoon Cho
      Pages 215-224
  8. Text and Document Mining

  9. Web Mining

    1. Guang Feng, Tie-Yan Liu, Xu-Dong Zhang, Wei-Ying Ma
      Pages 313-322
    2. Qiankun Zhao, Sourav S Bhowmick, Le Gruenwald
      Pages 323-333
    3. Tak-Lam Wong, Wai Lam, Shing-Kit Chan
      Pages 334-345
    4. Caren Moraes Nichele, Karin Becker
      Pages 346-350
    5. Qiankun Zhao, Sourav S Bhowmick, Aixin Sun
      Pages 351-360
    6. Zhigang Zhang, Weijia Jia, Xiaoming Li
      Pages 361-370
  10. Graph and Network Mining

    1. Jure Leskovec, Ajit Singh, Jon Kleinberg
      Pages 380-389
    2. Phu Chien Nguyen, Kouzou Ohara, Akira Mogi, Hiroshi Motoda, Takashi Washio
      Pages 390-399
    3. Xueyuan Zhou, Chunping Li
      Pages 400-409
  11. Association Rule Mining

    1. John Goh, David Taniar, Ee-Peng Lim
      Pages 415-424
    2. Ling Chen, Sourav S. Bhowmick, Jinyan Li
      Pages 425-434

About these proceedings

Introduction

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.

Keywords

algorithms classification data mining database knowledge discovery learning multimedia relational database service-oriented computing web mining

Editors and affiliations

  • Wee-Keong Ng
    • 1
  • Masaru Kitsuregawa
    • 2
  • Jianzhong Li
    • 3
  • Kuiyu Chang
    • 4
  1. 1.Nanyang Technological UniversitySingapore
  2. 2.Institute of Industrial ScienceThe University of TokyoTokyoJapan
  3. 3.School of Computer Science and TechnologyHeilongjiang UniversityChina
  4. 4.School of Computer EngineeringNanyang Technological UniversitySingaporeSingapore

Bibliographic information

  • DOI https://doi.org/10.1007/11731139
  • Copyright Information Springer-Verlag Berlin Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-33206-0
  • Online ISBN 978-3-540-33207-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site