Lecture Notes in Artificial Intelligence

Analogical and Inductive Inference

International Workshop AII '92, Dagstuhl Castle, Germany, October 5-9, 1992. Proceedings

Editors: Jantke, Klaus P. (Ed.)

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About this book

This volume contains the text of the five invited papers and 16 selected contributions presented at the third International Workshop on Analogical and Inductive Inference, AII `92, held in Dagstuhl Castle, Germany, October 5-9, 1992. Like the two previous events, AII '92 was intended to bring together representatives from several research communities, in particular, from theoretical computer science, artificial intelligence, and from cognitive sciences. The papers contained in this volume constitute a state-of-the-art report on formal approaches to algorithmic learning, particularly emphasizing aspects of analogical reasoning and inductive inference. Both these areas are currently attracting strong interest: analogical reasoning plays a crucial role in the booming field of case-based reasoning, and, in the fieldof inductive logic programming, there have recently been developed a number of new techniques for inductive inference.

Table of contents (21 chapters)

Table of contents (21 chapters)
  • Representing the spatial/kinematic domain and lattice computers

    Pages 1-25

    Case, John (et al.)

  • A solution of the credit assignment problem in the case of learning rectangles

    Pages 26-34

    Chen, Zhixiang (et al.)

  • Learning decision strategies with genetic algorithms

    Pages 35-50

    Grefenstette, John J.

  • Background knowledge and declarative bias in inductive concept learning

    Pages 51-71

    Lavrač, Nada (et al.)

  • Too much information can be too much for learning efficiently

    Pages 72-86

    Wiehagen, Rolf (et al.)

Buy this book

eBook $74.99
price for USA in USD
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-47339-8
  • 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 978-3-540-56004-3
  • 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
Analogical and Inductive Inference
Book Subtitle
International Workshop AII '92, Dagstuhl Castle, Germany, October 5-9, 1992. Proceedings
Editors
  • Klaus P. Jantke
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
642
Copyright
1992
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-47339-8
DOI
10.1007/3-540-56004-1
Softcover ISBN
978-3-540-56004-3
Edition Number
1
Number of Pages
X, 326
Topics