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  • Conference proceedings
  • © 2005

Active Mining

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

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

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

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Table of contents (19 papers)

  1. Front Matter

  2. Overview

    1. Active Mining Project: Overview

      • Shusaku Tsumoto, Takahira Yamaguchi, Masayuki Numao, Hiroshi Motoda
      Pages 1-10
  3. Tutorial Papers

    1. 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
  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. CHASE 2 – Rule Based Chase Algorithm for Information Systems of Type λ

      • Agnieszka DardziÅ„ska, Zbigniew W. RaÅ›
      Pages 255-267
  6. Active User Reaction

    1. Spiral Mining Using Attributes from 3D Molecular Structures

      • Takashi Okada, Masumi Yamakawa, Hirotaka Niitsuma
      Pages 287-302
    2. Classification of Pharmacological Activity of Drugs Using Support Vector Machine

      • Yoshimasa Takahashi, Katsumi Nishikoori, Satoshi Fujishima
      Pages 303-311
    3. 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
    4. Integrated Mining for Cancer Incidence Factors from Healthcare Data

      • Xiaolong Zhang, Tetsuo Narita
      Pages 336-347

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
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Shimane University, Shimane, Japan

    Shusaku Tsumoto

  • Faculty of Science and Technology, Keio University, Yokohama, Japan

    Takahira Yamaguchi

  • The Institute of Scientific and Industrial Research, Osaka University, Japan

    Masayuki Numao

  • Institute of Scientific and Industrial Research, Osaka University, Osaka, Japan

    Hiroshi Motoda

Bibliographic Information

Buying options

eBook USD 39.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions