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  • Conference proceedings
  • © 1997

Principles of Data Mining and Knowledge Discovery

First European Symposium, PKDD '97, Trondheim, Norway, June 24-27, 1997 Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1263)

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

Conference series link(s): PKDD: European Conference on Principles of Data Mining and Knowledge Discovery

Conference proceedings info: PKDD 1997.

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Table of contents (43 papers)

  1. Front Matter

  2. Modelling customer retention with Rough Data Models

    • Wojciech Kowalczyk, Frank Slisser
    Pages 4-13
  3. Share based measures for itemsets

    • Colin L. Carter, Howard J. Hamilton, Nick Cercone
    Pages 14-24
  4. Parallel knowledge discovery using domain generalization graphs

    • Robert J. Hilderman, Howard J. Hamilton, Robert J. Kowalchuk, Nick Cercone
    Pages 25-35
  5. Finding similar time series

    • Gautam Das, Dimitrios Gunopulos, Heikki Mannila
    Pages 88-100
  6. Pattern based browsing in document collections

    • Ronen Feldman, Willi Klösgen, Yaniv Ben-Yehuda, Gil Kedar, Vladimir Reznikov
    Pages 112-122
  7. Induction of fuzzy characteristic rules

    • Dan Rasmussen, Ronald R. Yager
    Pages 123-133
  8. Regression-based classification methods and their comparison with decision tree algorithms

    • Mikhail V. Kiselev, Sergei M. Ananyan, Sergei B. Arseniev
    Pages 134-144
  9. Attribute discovery and rough sets

    • Jaroslaw Stepaniuk
    Pages 145-155
  10. Generation of rules from incomplete information systems

    • Marzena Kryszkiewicz
    Pages 156-166
  11. Efficient multisplitting on numerical data

    • Tapio Elomaa, Juho Rousu
    Pages 178-188
  12. SNOUT: An intelligent assistant for exploratory data analysis

    • P. D. Scott, A. P. M. Coxon, M. H. Hobbs, R. J. Williams
    Pages 189-199

About this book

This book constitutes the refereed proceedings of the First European Symposium on Principles of Data Mining and Knowledge Discovery, PKDD '97, held in Trondheim, Norway, in June 1997.
The volume presents a total of 38 revised full papers together with abstracts of one invited talk and four tutorials. Among the topics covered are data and knowledge representation, statistical and probabilistic methods, logic-based approaches, man-machine interaction aspects, AI contributions, high performance computing support, machine learning, automated scientific discovery, quality assessment, and applications.

Bibliographic Information

Buy it now

Buying options

Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access