Lecture Notes in Artificial Intelligence

Principles of Data Mining and Knowledge Discovery

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

Editors: Komorowski, Jan, Zytkow, Jan (Eds.)

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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.

Table of contents (43 chapters)

Table of contents (43 chapters)
  • Knowledge discovery — A control theory perspective

    Pages 1-3

    Foss, Bjarne A.

  • Modelling customer retention with Rough Data Models

    Pages 4-13

    Kowalczyk, Wojciech (et al.)

  • Share based measures for itemsets

    Pages 14-24

    Carter, Colin L. (et al.)

  • Parallel knowledge discovery using domain generalization graphs

    Pages 25-35

    Hilderman, Robert J. (et al.)

  • Rough set theory and rule induction techniques for discovery of attribute dependencies in medical information systems

    Pages 36-46

    Stefanowski, Jerzy (et al.)

Buy this book

eBook $89.00
price for USA in USD
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-69236-2
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA in USD
  • ISBN 978-3-540-63223-8
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Principles of Data Mining and Knowledge Discovery
Book Subtitle
First European Symposium, PKDD '97, Trondheim, Norway, June 24-27, 1997 Proceedings
Editors
  • Jan Komorowski
  • Jan Zytkow
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1263
Copyright
1997
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-69236-2
DOI
10.1007/3-540-63223-9
Softcover ISBN
978-3-540-63223-8
Edition Number
1
Number of Pages
XII, 404
Topics