Lecture Notes in Artificial Intelligence

Machine Learning: ECML 2000

11th European Conference on Machine Learning Barcelona, Catalonia, Spain May, 31 - June 2, 2000 Proceedings

Editors: Lopez de Mantaras, Ramon, Plaza, Enric (Eds.)

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About this book

The biennial European Conference on Machine Learning (ECML) series is intended to provide an international forum for the discussion of the latest high quality research results in machine learning and is the major European scienti?c event in the ?eld. The eleventh conference (ECML 2000) held in Barcelona, Catalonia, Spain from May 31 to June 2, 2000, has continued this tradition by attracting high quality papers from around the world. Scientists from 21 countries submitted 100 papers to ECML 2000, from which 20 were selected for long oral presentations and 23 for short oral presentations. This selection was based on the recommendations of at least two reviewers for each submitted paper. It is worth noticing that the number of papers reporting applications of machine learning has increased in comparison to past ECML conferences. We believe this fact shows the growing maturity of the ?eld. This volume contains the 43 accepted papers as well as the invited talks by Katharina Morik from the University of Dortmund and Pedro Domingos from the University of Washington at Seattle. In addition, three workshops were jointly organized by ECML 2000 and the European Network of Excellence - net: “Dealing with Structured Data in Machine Learning and Statistics W- stites”, “Machine Learning in the New Information Age” , and “Meta-Learning: Building Automatic Advice Strategies for Model Selection and Method Com- nation”.

Table of contents (45 chapters)

  • Beyond Occam’s Razor: Process-Oriented Evaluation

    Domingos, Pedro

    Pages 3-3

  • The Representation Race — Preprocessing for Handling Time Phenomena

    Morik, Katharina

    Pages 4-19

  • Short-Term Profiling for a Case-Based Reasoning Recommendation System

    Aimeur, Esma (et al.)

    Pages 23-30

  • K-SVCR. A Multi-class Support Vector Machine

    Angulo, Cecilio (et al.)

    Pages 31-38

  • Learning Trading Rules with Inductive Logic Programming

    Badea, Liviu

    Pages 39-46

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-540-45164-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.00
price for USA
  • ISBN 978-3-540-67602-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning: ECML 2000
Book Subtitle
11th European Conference on Machine Learning Barcelona, Catalonia, Spain May, 31 - June 2, 2000 Proceedings
Editors
  • Ramon Lopez de Mantaras
  • Enric Plaza
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1810
Copyright
2000
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-45164-8
DOI
10.1007/3-540-45164-1
Softcover ISBN
978-3-540-67602-7
Edition Number
1
Number of Pages
XII, 472
Topics