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Discovery Science

5th International Conference, DS 2002 Lübeck, Germany, November 24–26, 2002 Proceedings

  • Steffen Lange
  • Ken Satoh
  • Carl H. Smith
Conference proceedings DS 2002

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2534)

Table of contents

  1. Front Matter
    Pages I-XIII
  2. Invited Talks

    1. Susumu Hayashi
      Pages 1-1
    2. Rudolf Kruse, Christian Borgelt
      Pages 2-11
    3. John Shawe-Taylor, Chris Williams, Nello Cristianini, Jaz Kandola
      Pages 12-12
  3. Regular Papers

    1. Application of Discovery to Natural Science

      1. Judith E. Devaney, John G. Hagedorn
        Pages 47-58
      2. Kazumi Saito, Stephen Bay, Pat Langley
        Pages 59-70
    2. Knowledge Discovery from Unstructured and Semi-structured Data

      1. Shayan Ghazizadeh, Sudarshan S. Chawathe
        Pages 71-85
      2. Shunsuke Inenaga, Hideo Bannai, Ayumi Shinohara, Masayuki Takeda, Setsuo Arikawa
        Pages 86-97
    3. Meta-learning and Analysis of Machine Learning Algorithms

      1. Tapio Elomaa, J.T. Lindgren
        Pages 127-140
      2. Yonghong Peng, Peter A. Flach, Carlos Soares, Pavel Brazdil
        Pages 141-152
    4. Combining Machine Learning Algorithms

      1. Eibe Frank, Geoffrey Holmes, Richard Kirkby, Mark Hall
        Pages 153-164
      2. C. Ferri, J. Hernández-Orallo, M. J. Ramírez-Quintana
        Pages 165-177
    5. Neural Networks and Statistical Methods

    6. New Approaches to Knowledge Discovery

      1. Takashi Okada
        Pages 233-246
      2. Ryutaro Ichise, Daniel Shapiro, Pat Langley
        Pages 247-258
  4. Poster Papers

    1. Applications of Knowledge Discovery to Natural Science

      1. Salla Ruosaari, Jaakko Hollmén
        Pages 259-266
      2. Jaroslava Halova, Premysl Zak, Pavel Stopka, Tomoaki Yuzuri, Yukino Abe, Kazuhisa Sakakibara et al.
        Pages 291-296
    2. Knowledge Discovery from Texts

      1. Xiaoshan Fang, Huanye Sheng
        Pages 297-301
      2. Yoo-Jin Moon, Minkoo Kim, Youngho Hwang, Pankoo Kim, Kijoon Choi
        Pages 302-309
      3. Fang Li, Huanye Sheng, Dongmo Zhang
        Pages 310-315
      4. Jihoon Yang, Sung-Yong Park
        Pages 316-323
      5. Makoto Haraguchi, Shigetora Nakano, Masaharu Yoshioka
        Pages 324-331
      6. Yasuhiro Yamada, Daisuke Ikeda, Sachio Hirokawa
        Pages 332-339
      7. John Kontos, Areti Elmaoglou, Ioanna Malagardi
        Pages 348-355
    3. Applications of Knowledge Discovery to Social Science

      1. Laura Maruster, A. J. M. M. Ton Weijters, W. M. P. Wil van der Aalst, Antal van den Bosch
        Pages 364-373
      2. Makoto Nakamura, Satoshi Tojo
        Pages 374-381
    4. Machine Learning Approaches

      1. Haiyan Zhao, Zhenjiang Hu, Masato Takeichi
        Pages 406-413
      2. Alipio Jorge, João Poças, Paulo Azevedo
        Pages 414-421
      3. Takashi Matsuda, Hiroshi Motoda, Tetsuya Yoshida, Takashi Washio
        Pages 422-429
      4. Mark-A. Krogel, Stefan Wrobel
        Pages 430-434
      5. Masaki Narahashi, Einoshin Suzuki
        Pages 435-440
    5. New Approaches to Knowledge Discovery

      1. Lorenzo Magnani, Matteo Piazza, Riccardo Dossena
        Pages 441-448
      2. Carlotta Piscopo, Mauro Birattari
        Pages 457-462

About these proceedings

Keywords

Chance Discovery Classifier Systems Computational Learning Data Analysis Data Mining Discovery Internet Information Retrieval Text Text Mining Web-Data Mining algorithms knowledge discovery learning machine learning science

Editors and affiliations

  • Steffen Lange
    • 1
  • Ken Satoh
    • 2
  • Carl H. Smith
    • 3
  1. 1.Deutsches Forschungszentrum für Künstliche IntelligenzSaarbrückenGermany
  2. 2.National Institute of InformaticsTokyoJapan
  3. 3.Department of Computer ScienceUniversity of MarylandMarylandUSA

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-36182-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 2002
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-00188-1
  • Online ISBN 978-3-540-36182-4
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site
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