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Knowledge Discovery and Data Mining. Current Issues and New Applications

4th Pacific-Asia Conference, PAKDD 2000 Kyoto, Japan, April 18–20, 2000 Proceedings

  • Takao Terano
  • Huan Liu
  • Arbee L. P. Chen
Conference proceedings PAKDD 2000

Part of the Lecture Notes in Computer Science book series (LNCS, volume 1805)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 1805)

Table of contents

  1. Front Matter
    Pages I-XIV
  2. Keynote Speeches and Invited Talk

  3. Data Mining Theory

    1. Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda
      Pages 5-16
    2. Nobuhiro Yugami, Yuiko Ohta, Seishi Okamoto
      Pages 17-28
    3. Viviane Crestana Jensen, Nandit Soparkar
      Pages 49-61
    4. Jean-François Boulicaut, Artur Bykowski
      Pages 62-73
    5. Edward Hung, David W. Cheung, Ben Kao, Yilong Liang
      Pages 74-85
    6. Farhad Hussain, Huan Liu, Einoshin Suzuki, Hongjun Lu
      Pages 86-97
  4. Feature Selection and Transformation

    1. Manoranjan Dash, Huan Liu, Hiroshi Motoda
      Pages 98-109
    2. Manoranjan Dash, Huan Liu
      Pages 110-121
    3. K. C. Lee, J. S. Park, Y. S. Kim, Y. T. Byun
      Pages 134-137
    4. Yi Yu Yao, Ning Zhong
      Pages 138-141
  5. Clustering

    1. Zhexue Huang, Tao Lin
      Pages 153-164
    2. Anthony K. H. Tung, Jean Hou, Jiawei Han
      Pages 165-168
    3. Shuigeng Zhou, Aoying Zhou, Jing Cao, Jin Wen, Ye Fan, Yunfa Hu
      Pages 169-172
    4. Ah-Hwee Tan, Hui-Shin Vivien Soon
      Pages 173-176
  6. Application of Data Mining

    1. Tsau Young Lin, Joseph Tremba
      Pages 181-192
    2. Takashi Ishikawa, Masayuki Numao, Takao Terano
      Pages 212-215
    3. Ching-Huang Yun, Ming-Syan Chen
      Pages 216-219
  7. Association Rules and Related Topics

    1. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao
      Pages 220-232
    2. Hirofumi Matsuzawa, Takeshi Fukuda
      Pages 233-244
    3. Tao Zhang
      Pages 245-256
    4. David W. Cheung, Lian Wang, S. M. Yiu, Bo Zhou
      Pages 257-268
    5. Ryoichi Fujino, Hiroki Arimura, Setsuo Arikawa
      Pages 281-293
    6. K. Selçuk Candan, Wen-Syan Li
      Pages 294-305
  8. Induction

    1. Carlos Domingo, Osamu Watanabe
      Pages 317-328
    2. Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic
      Pages 329-340
    3. Gunnar Rätsch, Bernhard Schölkopf, Alexander Johannes Smola, Sebastian Mika, Takashi Onoda, Klaus-Robert Müller
      Pages 341-344
    4. Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira
      Pages 345-348
    5. Shlomo Geva, Lawrence Buckingham
      Pages 349-359
    6. Fosca Giannotti, Giuseppe Manco
      Pages 360-371
    7. Kazumi Saito, Ryohei Nakano
      Pages 372-375
    8. Andrzej Skowron, Jaroslaw Stepaniuk, Shusaku Tsumoto
      Pages 380-383
  9. Text, Web, and Graph Mining

    1. Jian Pei, Jiawei Han, Behzad Mortazavi-asl, Hua Zhu
      Pages 396-407
    2. Yanlei Diao, Hongjun Lu, Dekai Wu
      Pages 408-419
    3. Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio
      Pages 420-431

About these proceedings

Introduction

The Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2000) was held at the Keihanna-Plaza, Kyoto, Japan, April 18 - 20, 2000. PAKDD 2000 provided an international forum for researchers and applica­ tion developers to share their original research results and practical development experiences. A wide range of current KDD topics were covered including ma­ chine learning, databases, statistics, knowledge acquisition, data visualization, knowledge-based systems, soft computing, and high performance computing. It followed the success of PAKDD 97 in Singapore, PAKDD 98 in Austraha, and PAKDD 99 in China by bringing together participants from universities, indus­ try, and government from all over the world to exchange problems and challenges and to disseminate the recently developed KDD techniques. This PAKDD 2000 proceedings volume addresses both current issues and novel approaches in regards to theory, methodology, and real world application. The technical sessions were organized according to subtopics such as Data Mining Theory, Feature Selection and Transformation, Clustering, Application of Data Mining, Association Rules, Induction, Text Mining, Web and Graph Mining. Of the 116 worldwide submissions, 33 regular papers and 16 short papers were accepted for presentation at the conference and included in this volume. Each submission was critically reviewed by two to four program committee members based on their relevance, originality, quality, and clarity.

Keywords

DOM Electronic Commerce Fuzzy calculus classification data mining databases knowledge discovery learning machine learning optimization programming proving visualization

Editors and affiliations

  • Takao Terano
    • 1
  • Huan Liu
    • 2
  • Arbee L. P. Chen
    • 3
  1. 1.Graduate School of Systems ManagementUniversiy of TsukubaTokyoJapan
  2. 2.Department of Computer Science and EngineeringArizona State UniversityTempe
  3. 3.Department of Computer ScienceNational Tsing Hua UniversityHsinchuTaiwan ROC

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-45571-X
  • Copyright Information Springer-Verlag Berlin Heidelberg 2000
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-67382-8
  • Online ISBN 978-3-540-45571-4
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site
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