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New Frontiers in Applied Data Mining

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

  • Thanaruk Theeramunkong
  • Cholwich Nattee
  • Paulo J. L. Adeodato
  • Nitesh Chawla
  • Peter Christen
  • Philippe Lenca
  • Josiah Poon
  • Graham Williams
Conference proceedings PAKDD 2009

Part of the Lecture Notes in Computer Science book series (LNCS, volume 5669)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 5669)

Table of contents

  1. Front Matter
    PDF
  2. The iZi Project: Easy Prototyping of Interesting Pattern Mining Algorithms
    Frédéric Flouvat, Fabien De Marchi, Jean-Marc Petit
    Pages 1-15
  3. CODE: A Data Complexity Framework for Imbalanced Datasets
    Cheng G. Weng, Josiah Poon
    Pages 16-27
  4. An Empirical Study of Applying Ensembles of Heterogeneous Classifiers on Imperfect Data
    Kuo-Wei Hsu, Jaideep Srivastava
    Pages 28-39
  5. Undersampling Approach for Imbalanced Training Sets and Induction from Multi-label Text-Categorization Domains
    Sareewan Dendamrongvit, Miroslav Kubat
    Pages 40-52
  6. Adaptive Methods for Classification in Arbitrarily Imbalanced and Drifting Data Streams
    Ryan N. Lichtenwalter, Nitesh V. Chawla
    Pages 53-75
  7. Two Measures of Objective Novelty in Association Rule Mining
    José L. Balcázar
    Pages 76-98
  8. PAKDD Data Mining Competition 2009: New Ways of Using Known Methods
    Chaim Linhart, Guy Harari, Sharon Abramovich, Altina Buchris
    Pages 99-105
  9. Feature Selection for Brain-Computer Interfaces
    Irena Koprinska
    Pages 106-117
  10. Mining Protein Interactions from Text Using Convolution Kernels
    Ramanathan Narayanan, Sanchit Misra, Simon Lin, Alok Choudhary
    Pages 118-129
  11. Missing Phrase Recovering by Combining Forward and Backward Phrase Translation Tables
    Peerachet Porkaew, Thepchai Supnithi
    Pages 130-140
  12. Automatic Extraction of Thai-English Term Translations and Synonyms from Medical Web using Iterative Candidate Generation with Association Measures
    Kobkrit Viriyayudhakorn, Thanaruk Theeramunkong, Cholwich Nattee, Thepchai Supnithi, Manabu Okumura
    Pages 141-155
  13. Accurate Subsequence Matching on Data Stream under Time Warping Distance
    Vit Niennattrakul, Dechawut Wanichsan, Chotirat Ann Ratanamahatana
    Pages 156-167
  14. Back Matter
    PDF

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 these proceedings

Keywords

HCI algorithms biomedical data analysis classification data analysis data mining kernel

Editors and affiliations

  • Thanaruk Theeramunkong
    • 1
  • Cholwich Nattee
    • 2
  • Paulo J. L. Adeodato
    • 3
  • Nitesh Chawla
    • 4
  • Peter Christen
    • 5
  • Philippe Lenca
    • 6
  • Josiah Poon
    • 7
  • Graham Williams
    • 8
  1. 1.Thammasat UniversitySirindhorn International Institute of Technology,Muang, PathumthaniThailand
  2. 2.Department of Architecture for Intelligence, The Institute of Scientific and Industrial ResearchOsaka UniversityOsakaJapan
  3. 3.Center for InformaticsFederal University of PernambucoBrazil
  4. 4.Computer Science and Engineering DepartmentUniversity of Notre DameNotre DameUSA
  5. 5.Department of Computer ScienceThe Australian National UniversityAustralia
  6. 6.TELECOM Bretagne, Lab-STICCInstitut TELECOMBrestFrance
  7. 7.School of Information TechnologiesUniversity of SydneyAustralia
  8. 8.Australian Taxation OfficeAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-14640-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-14639-8
  • Online ISBN 978-3-642-14640-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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