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Analogical and inductive inference : International Workshop AII '92, Dagstuhl Castle, Germany, October 5-9, 1992 : proceedings

Author: Klaus P Jantke
Publisher: Berlin : Springer-Verlag, ©1992.
Series: Lecture notes in computer science, 642.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Edition/Format:   eBook : Document : English
Summary:

This volume contains the text of the five invited papers and16 selected contributions presented at the thirdInternational Workshop on Analogical and InductiveInference, AII `92, held in Dagstuhl  Read more...

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Additional Physical Format: Analogical and inductive inference
(NL-LeOCL)101433662
(OCoLC)898892237
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Klaus P Jantke
ISBN: 0387560041 9780387560045 3540560041 9783540560043 9783540473398 3540473394
OCLC Number: 150398469
Description: 1 online resource (VIII, 319 pages)
Contents: Representing the spatial/kinematic domain and lattice computers.- A solution of the credit assignment problem in the case of learning rectangles.- Learning decision strategies with genetic algorithms.- Background knowledge and declarative bias in inductive concept learning.- Too much information can be too much for learning efficiently.- Some experiments with a learning procedure.- Unions of identifiable classes of total recursive functions.- Learning from multiple sources of inaccurate data.- Strong separation of learning classes.- Desiderata for generalization-to-N algorithms.- The power of probabilism in Popperian FINite learning.- An analysis of various forms of `jumping to conclusions'.- An inductive inference approach to classification.- Asking questions versus verifiability.- Predictive analogy and cognition.- Learning a class of regular expressions via restricted subset queries.- A unifying approach to monotonic language learning on informant.- Characterization of finite identification.- A model of the `redescription' process in the context of geometric proportional analogy problems.- Inductive strengthening: The effects of a simple heuristic for restricting hypothesis space search.- On identifying DNA splicing systems from examples.
Series Title: Lecture notes in computer science, 642.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Responsibility: K.P. Jantke (ed).

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