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Learning and reasoning with complex representations : PRICAI'96 Workshops on Reasoning with Incomplete and Changing Information and on Inducing Complex Representations, Cairns, Australia, August 26-30, 1996 : selected papers

Author: G Antoniou; Aditya K Ghose; Mirosław Truszczyński
Publisher: Berlin ; New York : Springer, ©1998.
Series: Lecture notes in computer science, 1359.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:

The volume presents 14 revised full papers together with two invited contributions and two introductory surveys particularly commissioned for this book. Among the topics addressed are computational  Read more...

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Genre/Form: Kongress
Conference papers and proceedings
Cairns (Queensland, 1996)
Congresses
Congrès
Material Type: Conference publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: G Antoniou; Aditya K Ghose; Mirosław Truszczyński
ISBN: 354064413X 9783540644132
OCLC Number: 38898119
Description: x, 283 pages ; 24 cm.
Contents: Inductive constraint logic programming: An overview.- Some approaches to reasoning with incomplete and changing information.- Curried least general generalization: A framework for higher order concept learning.- Approximate validity.- Inductive theories from equational systems.- The role of default representations in incremental learning.- Learning stable concepts in a changing world.- Inducing complex spatial descriptions in two dimensional scenes.- A framework for learning constraints: Preliminary report.- Induction of constraint logic programs.- Belief network algorithms: A study of performance based on domain characterisation.- A Group Decision and Negotiation Support System for argumentation based reasoning.- From belief revision to design revision: Applying theory change to changing requirements.- Using histories to model observations in theories of action.- Modelling inertia in action languages.- Combinatorial interpretation of uncertainty and conditioning.- Probabilistic diagnosis as an update problem.- Cooperative combination of default logic and autoepistemic logic.
Series Title: Lecture notes in computer science, 1359.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Responsibility: Grigoris Antoniou, Aditya Ghose, Miroslaw Truszczynski, eds.
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