Advances in Knowledge Discovery and Data Mining

8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings

  • Honghua Dai
  • Ramakrishnan Srikant
  • Chengqi Zhang
Conference proceedings PAKDD 2004

DOI: 10.1007/b97861

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3056)

Table of contents

  1. Front Matter
  2. Invited Speeches

  3. Session 1A: Classification (I)

  4. Session 1B: Clustering (I)

    1. Chih-Ming Hsu, Ming-Syan Chen
      Pages 31-40
    2. Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà
      Pages 52-62
  5. Session 1C: Association Rules (I)

    1. Yun Chi, Yirong Yang, Yi Xia, Richard R. Muntz
      Pages 63-73
    2. Stanley R. M. Oliveira, Osmar R. Zaïane, Yücel Saygin
      Pages 74-85
    3. Daniel Barbará, Ping Chen, Zohreh Nazeri
      Pages 86-95
  6. Session 2A: Novel Algorithms (I)

    1. Roger M. H. Ting, James Bailey, Kotagiri Ramamohanarao
      Pages 96-105
    2. Peng Han, Bo Xie, Fan Yang, Jiajun Wang, Ruimin Shen
      Pages 106-115
    3. Andy M. Yip, Edmond H. Wu, Michael K. Ng, Tony F. Chan
      Pages 116-120
    4. Tim Churches, Peter Christen
      Pages 121-126
    5. Arnaud Soulet, Bruno Crémilleux, François Rioult
      Pages 127-132
  7. Session 2B: Association (II)

    1. Tetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda
      Pages 133-144
    2. Zhenxing Qin, Li Liu, Shichao Zhang
      Pages 145-154
    3. Francesco Bonchi, Bart Goethals
      Pages 155-160

About these proceedings

Introduction

ThePaci?c-AsiaConferenceonKnowledgeDiscoveryandDataMining(PAKDD) has been held every year since 1997. This year, the eighth in the series (PAKDD 2004) was held at Carlton Crest Hotel, Sydney, Australia, 26–28 May 2004. PAKDD is a leading international conference in the area of data mining. It p- vides an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all KDD-related areas including data mining, data warehousing, machine learning, databases, statistics, knowledge acquisition and automatic scienti?c discovery, data visualization, causal induction, and knowledge-based systems. The selection process this year was extremely competitive. We received 238 researchpapersfrom23countries,whichisthehighestinthehistoryofPAKDD, and re?ects the recognition of and interest in this conference. Each submitted research paper was reviewed by three members of the program committee. F- lowing this independent review, there were discussions among the reviewers, and when necessary, additional reviews from other experts were requested. A total of 50 papers were selected as full papers (21%), and another 31 were selected as short papers (13%), yielding a combined acceptance rate of approximately 34%. The conference accommodated both research papers presenting original - vestigation results and industrial papers reporting real data mining applications andsystemdevelopmentexperience.Theconferencealsoincludedthreetutorials on key technologies of knowledge discovery and data mining, and one workshop focusing on speci?c new challenges and emerging issues of knowledge discovery anddatamining.ThePAKDD2004programwasfurtherenhancedwithkeynote speeches by two outstanding researchers in the area of knowledge discovery and data mining: Philip Yu, Manager of Software Tools and Techniques, IBM T.J.

Keywords

Bayesian network algorithms classification data mining knowledge discovery multimedia service-oriented computing web mining

Editors and affiliations

  • Honghua Dai
    • 1
  • Ramakrishnan Srikant
    • 2
  • Chengqi Zhang
    • 3
  1. 1.School of Engineering and Information TechnologyDeakin UniversityAustralia
  2. 2.University of Illinois at Urbana-ChampaignUrbanaUSA
  3. 3.Faculty of Engineering and Information Technology, Centre for Quantum Computation and Intelligent Systems, and Australian ACS National Committee for Artificial IntelligenceUniversity of TechnologySydneyAustralia

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2004
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-22064-0
  • Online ISBN 978-3-540-24775-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349