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Advanced Topics in Artificial Intelligence 1992
- Vladimír Marík, Olga Stepánková, Robert Trappl:
Advanced Topics in Artificial Intelligence, International Summer School, Prague, Czechoslovakia, July 6-17, 1992, Proceedings. Lecture Notes in Computer Science 617, Springer 1992, ISBN 3-540-55681-8
Introduction
- Robert Trappl:
AI: Introduction, Paradigms, Applications (Including CBR), Impacts, Visions. 1-24 - Ivan M. Havel:
Artificial Intelligence and Connectionism: Some Philosophical Implications. 25-41
Logic and Logic Programming
- David R. Gilbert, Christopher J. Hogger:
Logic for Representing and Implementing Knowledge about System Behaviour. 42-49 - Olga Stepánková, Petr Stepánek:
Prolog: A Step towards the Future of Programming. 50-81 - Frank Kriwaczek:
An Introduction to Constraint Logic Programming. 82-94 - Johann Eder:
Logic and Databases. 95-103
Machine Learning
- Miroslav Kubat:
Introduction to Machine Learning. 104-138 - Pavel Brazdil
:
Approaches to Inductive Logic Programming. 139-160 - Stéphane Moscatelli, Yves Kodratoff:
Advanced Machine Learning Techniques for Computer Vision. 161-197
Planning and Scheduling
- Sam Steel:
Notes on Current Trends in AI Planning. 198-207 - Gerry Kelleher:
The Application of Reason Maintenance Systems in Planning and Scheduling. 208-237 - Jirí Lazanský:
Practical Applications of Planning Tasks. 238-244
Uncertainty
- George J. Klir:
The Role of Uncertainty Measures and Principles in AI. 245-254 - Radim Jirousek:
Introduction to Probabilistic Methods of Knowledge Representation and Processing. 255-285 - Petr Hájek, David Harmanec:
On Belief Functions. 286-307 - Zdenek Kouba:
Data Analysis and Uncertainty Processing. 308-315
Second Generation Expert Systems and Knowledge Engineering
- Vladimír Marík, Tomás Vlcek:
Some Aspects of Knowledge Engineering. 316-337 - Nicholas V. Findler:
An Automatic Knowledge Acquisition Tool. 338-367 - Jim Doran:
Distributed AI and its Applications. 368-372 - José Cuena:
Architectures for Second Generation Knowledge Based Systems. 373-403
Qualitative Reasoning
- Olga Stepánková:
An Introduction to Qualitative Reasoning. 404-418 - Igor Mozetic
:
Model-Based Diagnosis: An Overview. 419-430 - Ivan Bratko:
Dynamic System Simulation with Qualitative Differential Equations. 431-439
Neurocomputing
- Georg Dorffner:
An Introduction to Neurocomputing and its Possible Role in AI. 440-464
Natural Language and Interfaces
- Ernest A. Edmonds, Bryan S. Murray:
Intelligent Presentation and Dialogue Management. 465-476 - Eva Hajicová:
Linguistic Aspects of Natural Language Processing. 477-484
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