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Active Mining

Second International Workshop, AM 2003, Maebashi, Japan, October 28, 2003. Revised Selected Papers

  • Shusaku Tsumoto
  • Takahira Yamaguchi
  • Masayuki Numao
  • Hiroshi Motoda
Conference proceedings

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3430)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3430)

Table of contents

  1. Front Matter
    PDF

  2. Overview

    1. Active Mining Project: Overview
      Shusaku Tsumoto, Takahira Yamaguchi, Masayuki Numao, Hiroshi Motoda
      Pages 1-10

  3. Tutorial Papers

    1. Computational and Statistical Methods in Bioinformatics
      Tatsuya Akutsu
      Pages 11-33
    2. Indexing and Mining Audiovisual Data
      Pierre Morizet-Mahoudeaux, Bruno Bachimont
      Pages 34-58

  4. Active Information Collection

    1. Relevance Feedback Document Retrieval Using Support Vector Machines
      Takashi Onoda, Hiroshi Murata, Seiji Yamada
      Pages 59-73
    2. Micro View and Macro View Approaches to Discovered Rule Filtering
      Yasuhiko Kitamura, Akira Iida, Keunsik Park
      Pages 74-91
    3. Mining Chemical Compound Structure Data Using Inductive Logic Programming
      Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao, Takashi Okada
      Pages 92-111
    4. First-Order Rule Mining by Using Graphs Created from Temporal Medical Data
      Ryutaro Ichise, Masayuki Numao
      Pages 112-125

  5. Active Data Mining

    1. Extracting Diagnostic Knowledge from Hepatitis Dataset by Decision Tree Graph-Based Induction
      Warodom Geamsakul, Tetsuya Yoshida, Kouzou Ohara, Hiroshi Motoda, Takashi Washio, Hideto Yokoi et al.
      Pages 126-151
    2. Data Mining Oriented CRM Systems Based on MUSASHI: C-MUSASHI
      Katsutoshi Yada, Yukinobu Hamuro, Naoki Katoh, Takashi Washio, Issey Fusamoto, Daisuke Fujishima et al.
      Pages 152-173
    3. Investigation of Rule Interestingness in Medical Data Mining
      Miho Ohsaki, Shinya Kitaguchi, Hideto Yokoi, Takahira Yamaguchi
      Pages 174-189
    4. Experimental Evaluation of Time-Series Decision Tree
      Yuu Yamada, Einoshin Suzuki, Hideto Yokoi, Katsuhiko Takabayashi
      Pages 190-209
    5. Spiral Multi-aspect Hepatitis Data Mining
      Muneaki Ohshima, Tomohiro Okuno, Yasuo Fujita, Ning Zhong, Juzhen Dong, Hideto Yokoi
      Pages 210-235
    6. Sentence Role Identification in Medline Abstracts: Training Classifier with Structured Abstracts
      Masashi Shimbo, Takahiro Yamasaki, Yuji Matsumoto
      Pages 236-254
    7. CHASE2 – Rule Based Chase Algorithm for Information Systems of Type λ
      Agnieszka Dardzińska, Zbigniew W. Raś
      Pages 255-267

  6. Active User Reaction

    1. Empirical Comparison of Clustering Methods for Long Time-Series Databases
      Shoji Hirano, Shusaku Tsumoto
      Pages 268-286
    2. Spiral Mining Using Attributes from 3D Molecular Structures
      Takashi Okada, Masumi Yamakawa, Hirotaka Niitsuma
      Pages 287-302
    3. Classification of Pharmacological Activity of Drugs Using Support Vector Machine
      Yoshimasa Takahashi, Katsumi Nishikoori, Satoshi Fujishima
      Pages 303-311
    4. Cooperative Scenario Mining from Blood Test Data of Hepatitis B and C
      Yukio Ohsawa, Hajime Fujie, Akio Saiura, Naoaki Okazaki, Naohiro Matsumura
      Pages 312-335
    5. Integrated Mining for Cancer Incidence Factors from Healthcare Data
      Xiaolong Zhang, Tetsuo Narita
      Pages 336-347
  7. Back Matter
    PDF

About these proceedings

Keywords

active mining algorithms bioinformatics biomedical data mining clustering data mining databases decision trees graph-based induction inductive logic programming information system knowledge discovery rule filtering rule mining support vector machines

Editors and affiliations

  • Shusaku Tsumoto
    • 1
  • Takahira Yamaguchi
    • 2
  • Masayuki Numao
    • 3
  • Hiroshi Motoda
    • 4
  1. 1.Shimane UniversityShimaneJapan
  2. 2.Faculty of Science and TechnologyKeio UniversityYokohamaJapan
  3. 3.The Institute of Scientific and Industrial ResearchOsaka UniversityJapan
  4. 4.Institute of Scientific and Industrial ResearchOsaka UniversityOsakaJapan

Bibliographic information

  • DOI https://doi.org/10.1007/b136140
  • Copyright Information Springer-Verlag Berlin Heidelberg 2005
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-26157-5
  • Online ISBN 978-3-540-31933-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site