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  • Conference proceedings
  • © 2009

Advances in Knowledge Discovery and Data Mining

13th Pacific-Asia Conference, PAKDD 2009 Bangkok, Thailand, April 27-30, 2009 Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5476)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): PAKDD: Pacific-Asia Conference on Knowledge Discovery and Data Mining

Conference proceedings info: PAKDD 2009.

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  • ISBN: 978-3-642-01307-2
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Table of contents (114 papers)

  1. Front Matter

  2. Regular Papers

    1. DTU: A Decision Tree for Uncertain Data

      • Biao Qin, Yuni Xia, Fang Li
      Pages 4-15
    2. Efficient Privacy-Preserving Link Discovery

      • Xiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil Adam, Evimaria Terzi, Tyrone Grandison
      Pages 16-27
    3. On Link Privacy in Randomizing Social Networks

      • Xiaowei Ying, Xintao Wu
      Pages 28-39
    4. Sentence-Level Novelty Detection in English and Malay

      • Agus T. Kwee, Flora S. Tsai, Wenyin Tang
      Pages 40-51
    5. Cool Blog Classification from Positive and Unlabeled Examples

      • Kritsada Sriphaew, Hiroya Takamura, Manabu Okumura
      Pages 62-73
    6. Thai Word Segmentation with Hidden Markov Model and Decision Tree

      • Poramin Bheganan, Richi Nayak, Yue Xu
      Pages 74-85
    7. Robust Graph Hyperparameter Learning for Graph Based Semi-supervised Classification

      • Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee
      Pages 98-109
    8. Regularized Local Reconstruction for Clustering

      • Jun Sun, Zhiyong Shen, Bai Su, Yidong Shen
      Pages 110-121
    9. Clustering with Lower Bound on Similarity

      • Mohammad Al Hasan, Saeed Salem, Benjarath Pupacdi, Mohammed J. Zaki
      Pages 122-133
    10. Approximate Spectral Clustering

      • Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James Bezdek
      Pages 134-146
    11. An Integration of Fuzzy Association Rules and WordNet for Document Clustering

      • Chun-Ling Chen, Frank S. C. Tseng, Tyne Liang
      Pages 147-159
    12. Nonlinear Data Analysis Using a New Hybrid Data Clustering Algorithm

      • Ureerat Wattanachon, Jakkarin Suksawatchon, Chidchanok Lursinsap
      Pages 160-171
    13. A Statistical Approach for Binary Vectors Modeling and Clustering

      • Nizar Bouguila, Khalid Daoudi
      Pages 184-195

Other Volumes

  1. Advances in Knowledge Discovery and Data Mining

    13th Pacific-Asia Conference, PAKDD 2009 Bangkok, Thailand, April 27-30, 2009 Proceedings
  2. New Frontiers in Applied Data Mining

    PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers

About this book

This book constitutes the refereed proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2009, held in Bangkok, Thailand, in April 2009.

The 39 revised full papers and 73 revised short papers presented together with 3 keynote talks were carefully reviewed and selected from 338 submissions. The papers present 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, automatic scientific discovery, data visualization, causal induction, and knowledge-based systems.

Keywords

  • data mining
  • data warehouse
  • database
  • databases
  • knowledge
  • knowledge discovery
  • knowledge-based system
  • knowledge-based systems
  • learning
  • machine learning
  • statistics
  • visualization
  • warehousing

Editors and Affiliations

  • Sirindhorn International Institute of Technology, Thammasat University, Bangkadi, Muang, Thailand

    Thanaruk Theeramunkong

  • Dept. of Computer Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand

    Boonserm Kijsirikul

  • Faculty of Science & Engineering, York University, Toronto, Canada

    Nick Cercone

  • School of Knowledge Science, Japan Advanced Institute of Science and Technology, Ishikawa, Japan

    Tu-Bao Ho

Bibliographic Information

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • ISBN: 978-3-642-01307-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 219.00
Price excludes VAT (USA)