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Advanced Topics in Artificial Intelligence : International Summer School, Prague, Czechoslovakia, July 6-17, 1992. Proceedings

Author: Vladimír Mařík; Olga Štěpánková; Robert Trappl
Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1992.
Series: Lecture notes in computer science, 617.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

The papers in the volume are organized into nine parts:- Introduction- Logic and logic programming- Machine learning- Planning and scheduling- Uncertainty- Second generation expert  Read more...

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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Vladimír Mařík; Olga Štěpánková; Robert Trappl
ISBN: 9783540556817 3540556818
OCLC Number: 699833592
Description: 1 online resource (Online-Ressource.).
Contents: AI: Introduction, paradigms, applications (including CBR), impacts, visions.- Artificial intelligence and connectionism: Some philosophical implications.- Logic for representing and implementing knowledge about system behaviour.- Prolog: A step towards the future of programming.- An introduction to constraint logic programming.- Logic and databases.- to machine learning.- Approaches to inductive logic programming.- Advanced machine learning techniques for computer vision.- Notes on current trends in AI planning.- The application of reason maintenance systems in planning and scheduling.- Practical applications of planning tasks.- The role of uncertainty measures and principles in AI.- to probabilistic methods of knowledge representation and processing.- On belief functions.- Data analysis and uncertainty processing.- Some aspects of knowledge engineering.- An automatic knowledge acquisition tool.- Distributed AI and its applications.- Architectures for second generation knowledge based systems.- An introduction to qualitative reasoning.- Model-based diagnosis: An overview.- Dynamic system simulation with qualitative differential equations.- An introduction to neurocomputing and its possible role in AI.- Intelligent presentation and dialogue management.- Linguistic aspects of natural language processing.
Series Title: Lecture notes in computer science, 617.
Responsibility: by Vladimir Marik, Olga Stepankova, Robert Trappl.

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