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Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

6th International Workshop, ALT '95, Fukuoka, Japan, October 18 - 20, 1995. Proceedings

Editors: Jantke, Klaus P., Shinohara, Takeshi, Zeugmann, Thomas (Eds.)

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About this book

This book constitutes the refereed proceedings of the 6th International Workshop on Algorithmic Learning Theory, ALT '95, held in Fukuoka, Japan, in October 1995.
The book contains 21 revised full papers selected from 46 submissions together with three invited contributions. It covers all current areas related to algorithmic learning theory, in particular the theory of machine learning, design and analysis of learning algorithms, computational logic aspects, inductive inference, learning via queries, artificial and biologicial neural network learning, pattern recognition, learning by analogy, statistical learning, inductive logic programming, robot learning, and gene analysis.

Table of contents (24 chapters)

Table of contents (24 chapters)
  • Grammatical inference: An old and new paradigm

    Pages 1-24

    Sakakibara, Yasubumi

  • Efficient learning of real time one-counter automata

    Pages 25-40

    Fahmy, Amr F. (et al.)

  • Learning strongly deterministic even linear languages from positive examples

    Pages 41-54

    Koshiba, Takeshi (et al.)

  • Language learning from membership queries and characteristic examples

    Pages 55-65

    Sakamoto, Hiroshi

  • Learning unions of tree patterns using queries

    Pages 66-79

    Arimura, Hiroki (et al.)

Buy this book

eBook $74.99
price for USA in USD (gross)
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-47470-8
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA in USD
  • ISBN 978-3-540-60454-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Algorithmic Learning Theory
Book Subtitle
6th International Workshop, ALT '95, Fukuoka, Japan, October 18 - 20, 1995. Proceedings
Editors
  • Klaus P. Jantke
  • Takeshi Shinohara
  • Thomas Zeugmann
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
997
Copyright
1995
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-47470-8
DOI
10.1007/3-540-60454-5
Softcover ISBN
978-3-540-60454-9
Edition Number
1
Number of Pages
XV, 324
Topics