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Discovery Science

First International Conference, DS'98, Fukuoka, Japan, December 14-16, 1998, Proceedings

  • Conference proceedings
  • © 1998

Overview

Editors:
  1. Setsuo Arikawa

    1. Department of Informatics, Kyushu University, Fukuoka, USA

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  2. Hiroshi Motoda

    1. Institute of Scientific and Industrial Research Devision of Intelligent Systems Science, Osaka University, 8-1 Mihogaoka, Ibaraki, Osaka, Japan

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1532)

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

Included in the following conference series:

Conference proceedings info: DS 1998.

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Table of contents (67 papers)

  1. Front Matter

    Pages I-XI
    Download chapter PDF

  2. Philosophical Aspects of Scientific Discovery: A Historical Survey

    • Keiichi Noé
    Pages 1-11

  3. Learning, Mining, or Modeling? A Case Study from Paleoecology

    • Heikki Mannila, Hannu Toivonen, Atte Korhola, Heikki Olander
    Pages 12-24

  4. The Computer-Aided Discovery of Scientific Knowledge

    • Pat Langley
    Pages 25-39

  5. On Classification and Regression

    • Shinichi Morishita
    Pages 40-57

  6. Knowledge Discovery in Biological and Chemical Domains

    • Stephen Muggleton
    Pages 58-59

  7. Random Case Analysis of Inductive Learning Algorithms

    • Kuniaki Uehara
    Pages 60-71

  8. On Variants of Iterative Learning

    • Steffen Lange, Gunter Grieser
    Pages 72-83

  9. Uniform Characterizations of Polynomial-Query Learnabilities

    • Yosuke Hayashi, Satoshi Matsumoto, Ayumi Shinohara, Masayuki Takeda
    Pages 84-92

  10. Inferring a Rewriting System from Examples

    • Yasuhito Mukouchi, Ikuyo Yamaue, Masako Sato
    Pages 93-104

  11. Toward Genomic Hypothesis Creator: View Designer for Discovery

    • Osamu Maruyama, Tomoyuki Uchida, Takayoshi Shoudai, Satoru Miyano
    Pages 105-116

  12. Visualization of Community Knowledge Interaction Using Associative Representation

    • Takashi Hirata, Harumi Maeda, Toyoaki Nishida
    Pages 117-128

  13. Discovering Characteristic Patterns from Collections of Classical Japanese Poems

    • Mayumi Yamasaki, Masayuki Takeda, Tomoko Fukuda, Ichirō Nanri
    Pages 129-141

  14. Approximate Retrieval of High-Dimensional Data by Spatial Indexing

    • Takeshi Shinohara, Jiyuan An, Hiroki Ishizaka
    Pages 141-149

  15. Practical Algorithms for On-Line Sampling

    • Carlos Domingo, Ricard Gavaldà, Osamu Watanabe
    Pages 150-161

  16. Discovering Conceptual Differences among People from Cases

    • Tetsuya Yoshida, Teruyuki Kondo
    Pages 162-173

  17. Discovery of Unknown Causes from Unexpected Co-occurrence of Inferred Known Causes

    • Yukio Ohsawa, Masahiko Yachida
    Pages 174-186

  18. Refining Search Expression by Discovering Hidden User’s Interests

    • Wataru Sunayama, Yuji Nomura, Yukio Ohsawa, Masahiko Yachida
    Pages 186-197

  19. The Discovery of Rules from Brain Images

    • Hiroshi Tsukimoto, Chie Morita
    Pages 198-209

  20. Instance Guided Rule Induction

    • Nobuhiro Yugami, Yuiko Ohta, Seishi Okamoto
    Pages 210-219
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Other volumes

  1. Discovey Science

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About this book

This book constitutes the refereed proceedings of the First International Conference on Discovery Science, DS'98, held in Fukuoka, Japan, in December 1998.
The volume presents 28 revised full papers selected from a total of 76 submissions. Also included are five invited contributions and 34 selected poster presentations. The ultimate goal of DS'98 and this volume is to establish discovery science as a new field of research and development. The papers presented relate discovery science to areas as formal logic, knowledge processing, machine learning, automated deduction, searching, neural networks, database management, information retrieval, intelligent network agents, visualization, knowledge discovery, data mining, information extraction, etc.

Editors and Affiliations

  • Department of Informatics, Kyushu University, Fukuoka, USA

    Setsuo Arikawa

  • Institute of Scientific and Industrial Research Devision of Intelligent Systems Science, Osaka University, 8-1 Mihogaoka, Ibaraki, Osaka, Japan

    Hiroshi Motoda

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