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Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

4th International Workshop, ALT '93, Tokyo, Japan, November 8-10, 1993. Proceedings

Editors: Jantke, K.P., Kobayashi, S., Tomita, E., Yokomori, T. (Eds.)

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About this book

This volume contains all the papers that were presented at the Fourth Workshop on Algorithmic Learning Theory, held in Tokyo in November 1993. In addition to 3 invited papers, 29 papers were selected from 47 submitted extended abstracts. The workshop was the fourth in a series of ALT workshops, whose focus is on theories of machine learning and the application of such theories to real-world learning problems. The ALT workshops have been held annually since 1990, sponsored by the Japanese Society for Artificial Intelligence. The volume is organized into parts on inductive logic and inference, inductive inference, approximate learning, query learning, explanation-based learning, and new learning paradigms.

Table of contents (32 chapters)

Table of contents (32 chapters)
  • Identifying and using patterns in sequential data

    Pages 1-18

    Laird, Philip

  • Learning theory toward Genome Informatics

    Pages 19-36

    Miyano, Satoru

  • Optimal layered learning: A PAC approach to incremental sampling

    Pages 37-44

    Muggleton, Stephen

  • Reformulation of explanation by linear logic toward logic for explanation

    Pages 45-57

    Arima, Jun (et al.)

  • Towards efficient inductive synthesis of expressions from input/output examples

    Pages 59-72

    Bārzdiņš, Jānis (et al.)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-48096-9
  • 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 978-3-540-57370-8
  • 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
4th International Workshop, ALT '93, Tokyo, Japan, November 8-10, 1993. Proceedings
Editors
  • Klaus P. Jantke
  • Shigenobu Kobayashi
  • Etsuji Tomita
  • Takashi Yokomori
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
744
Copyright
1993
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-48096-9
DOI
10.1007/3-540-57370-4
Softcover ISBN
978-3-540-57370-8
Edition Number
1
Number of Pages
XI, 428
Topics