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Research and Development in Intelligent Systems XVII

Proceedings of ES2000, the Twentieth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, December 2000

Editors: Preece, Alun, Coenen, Frans (Eds.)

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About this book

M.A. Bramer University of Portsmouth, UK This volume comprises the refereed technical papers presented at ES2ooo, the Twentieth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, held in Cambridge in December 2000, together with an invited keynote paper by Professor Austin Tate. The conference was organised by SGES, the British Computer Society Specialist Group on Knowledge Based Systems and Applied Artificial Intelligence. The papers in this volume present new and innovative developments in the field, divided into sections on learning, case-based reasoning, knowledge representation, knowledge engineering, and belief acquisition and planning. The refereed papers begin with a paper entitled 'A Resource Limited Artificial Immune System for Data Analysis', which describes a machine learning algorithm inspired by the natural immune system. This paper was judged to be the best refereed technical paper submitted to the conference. The considerable growth in interest in machine learning in recent years is well reflected in the content of the next three sections, which comprise four papers on case-based reasoning and nine papers on other areas of machine learning. The remaining papers are devoted to knowledge engineering, knowledge representation, belief acquisition and planning, and include papers on such important emerging topics as knowledge reuse and representing the content of complex multimedia documents on the web. This is the seventeenth volume in the Research and Development series. The Application Stream papers are published as a companion volume under the title Applications and Innovations in Intelligent Systems VIII.

Table of contents (27 chapters)

  • Intelligible AI Planning — Generating Plans Represented as a Set of Constraints

    Tate, Austin

    Pages 3-13

  • A Resource Limited Artificial Immune System for Data Analysis

    Timmis, Jon (et al.)

    Pages 19-32

  • Experiences with a weighted decision tree learner

    Cleary, John G. (et al.)

    Pages 35-47

  • A Case Study of Strategic Induction: the Roman Numerals Data Set

    McSherry, David

    Pages 48-61

  • Selecting Optimal Split-Functions for Large Datasets

    Stoffel, Kilian (et al.)

    Pages 62-72

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-1-4471-0269-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.00
price for USA
  • ISBN 978-1-85233-403-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Research and Development in Intelligent Systems XVII
Book Subtitle
Proceedings of ES2000, the Twentieth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, December 2000
Editors
  • Alun Preece
  • Frans Coenen
Copyright
2001
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-4471-0269-4
DOI
10.1007/978-1-4471-0269-4
Softcover ISBN
978-1-85233-403-1
Edition Number
1
Number of Pages
IX, 388
Topics