Advertisement

Principles of Data Mining and Knowledge Discovery

4th European Conference, PKDD 2000 Lyon, France, September 13–16, 2000 Proceedings

  • Djamel A. Zighed
  • Jan Komorowski
  • Jan Żytkow

Part of the Lecture Notes in Computer Science book series (LNCS, volume 1910)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 1910)

Table of contents

  1. Front Matter
    Pages I-XV
  2. Towards Broader Foundations

    1. Arno J. Knobbe, Arno Siebes, Hendrik Blockeel, Daniël Van Der Wallen
      Pages 1-12
    2. Akihiro Inokuchi, Takashi Washio, Hiroshi Motoda
      Pages 13-23
    3. Maurice Bernadet
      Pages 24-33
  3. Rules and Trees

    1. Dragan Gamberger, Nada Lavrač
      Pages 34-43
    2. Ljupčo Todorovski, Sašo Džeroski
      Pages 54-64
  4. Databases and Reward-Based Learning

    1. Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz
      Pages 65-74
    2. Jean-François Boulicaut, Artur Bykowski, Christophe Rigotti
      Pages 75-85
  5. Classication

  6. Association Rules and Exceptions

    1. Marcus-Christopher Lud, Gerhard Widmer
      Pages 148-158
    2. Jochen Hipp, Ulrich Güntzer, Gholamreza Nakhaeizadeh
      Pages 159-168
    3. Einoshin Suzuki, Jan M. Żytkow
      Pages 169-180
    4. J-H. Chauchat, R. Rakotomalala, D. Robert
      Pages 181-190
  7. Instance-Based Discovery

  8. Clustering and Classification

    1. Markus M. Breunig, Hans-Peter Kriegel, Jörg Sander
      Pages 232-242
    2. Ljupčo Todorovski, Peter Flach, Nada Lavrač
      Pages 255-264
    3. M. Halkidi, M. Vazirgiannis, Y. Batistakis
      Pages 265-276
  9. Time Series

    1. Iztok Savnik, Georg Lausen, Hans-Peter Kahle, Heinrich Spiecker, Sebastian Hein
      Pages 277-288
    2. Georg Lausen, Iztok Savnik, Aldar Dougarjapov
      Pages 289-298
    3. Juan J. Rodríguez, Carlos J. Alonso, Henrik Boström
      Pages 299-308
  10. Posters

    1. Silvia Acid, Luis M. De Campos
      Pages 309-315
    2. Hilan Bensusan, Christophe Giraud-Carrier
      Pages 325-330
    3. Leon Bobrowski, Marek Kretowski
      Pages 331-336
    4. Sam Brewer, Tom Khabaza
      Pages 337-344
    5. Deborah R. Carvalho, Alex A. Freitas
      Pages 345-352
    6. Antonio Ciampi, Djamel A. Zighed, Jérémy Clech
      Pages 359-366
    7. Richard Cole, Peter Eklund, Gerd Stumme
      Pages 367-374
    8. Chabane Djeraba
      Pages 375-380
    9. Nikos Drossos, Athanasios Papagelis, Dimitris Kalles
      Pages 381-387
    10. Laurent Dury, Laurence Leherte, Daniel P. Vercauteren
      Pages 388-394
    11. Pierre Geurts, Louis Wehenkel
      Pages 401-408
    12. David Grosser, Jean Diatta, Noël Conruyt
      Pages 409-415
    13. Eui-Hong (Sam) Han, George Karypis
      Pages 424-431
    14. Robert J. Hilderman, Howard J. Hamilton
      Pages 432-439
    15. Dimitar Hristovski, Sašo Džeroski, Borut Peterlin, Anamajirja Rožić
      Pages 446-451

Other volumes

  1. 11th European Conference on Machine Learning Barcelona, Catalonia, Spain, May 31 – June 2, 2000 Proceedings
  2. Principles of Data Mining and Knowledge Discovery
    4th European Conference, PKDD 2000 Lyon, France, September 13–16, 2000 Proceedings

About these proceedings

Keywords

Algorithmic Learning Data Clustering Grammatical Inference Information Extraction Intelligent Data Analysis Machine Learning Statistical Learning Text Mining Web Mining classification data mining database knowledge knowledge discovery learning

Editors and affiliations

  • Djamel A. Zighed
    • 3
  • Jan Komorowski
    • 1
  • Jan Żytkow
    • 2
  1. 1.Department of Computer and Information ScienceNorwegian University of Science and TechnologyTrondheimNorway
  2. 2.Department of Computer ScienceUniversity of North CarolinaCharlotteUSA
  3. 3.Laboratoire ERICUniversité Lyon 2BronFrance

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-45372-5
  • Copyright Information Springer-Verlag Berlin Heidelberg 2000
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-41066-9
  • Online ISBN 978-3-540-45372-7
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site
Industry Sectors
Pharma
Materials & Steel
Automotive
Chemical Manufacturing
Health & Hospitals
Biotechnology
Finance, Business & Banking
Electronics
IT & Software
Telecommunications
Consumer Packaged Goods
Energy, Utilities & Environment
Aerospace
Oil, Gas & Geosciences
Engineering