Recent results and ongoing research in Artificial Intelligence are described in this book, with emphasis on fundamental questions in several key areas: machine learning, neural networks, automated reasoning, natural language processing, and logic methods in AI. There are also more applied papers in the fields of vision, architectures for KBS, expert systems and intelligent tutoring systems. One of the changes since AIMSA'90 has been the increased numbers of papers submitted in the fields of machine learning, neural networks and hybrid systems.
One of the special features of the AIMSA series of conferences is their coverage of work across both Eastern and Western Europe and the former Soviet Union as well as papers from North America. AIMSA'92 is no exception and this volume provides a unique multi-cultural view of AI.
Automated Reasoning. Similarity in Analogical Reasoning (B. Kokinov). Using Bayesian Networks for Technical Diagnosis (G. Agre). Applications of Assertions as Elementary Tactics in Proof Planning (X. Huang). Plans as Planning Objects (S. Marcugini, A. Milani, M. Terragnolo). Logic Methods In AI. Logical Approaches to Structured Knowledge Bases (G. Antoniou). Logic Programming with Worlds (C. Dichev). Inconsistent Information Processing in Knowledge Based Systems (V. Sgurev, V. Jotsov). Non-Monotonic Logics: A Valuations-Based Approach (Ph. Besnard, R. Mercer). Machine Learning. Combining Decisions of Multiple Rules (I. Kononenko). Space Fragmenting - A Method for Disjunctive Concept Acquisition (E.N. Smirnov). Some Experiments with a Stochastic Production System for Supervised Inductive Learning (C. Janikow). The Range Scale as Result of Inductive Learning (L. Dolmatova). Analysis of Classification with Two Classifiers (M. Drobnič, M. Gams). Neural Networks. Applying Fast Optimization Methods for Supervised Learning in Feedforward Neural Networks (V.M. Zaimov). Prognostic Expert Systems on a Hybrid Connectionist Environment (N. Kasabov, D.N. Nikovski). Natural Language Processing. Grammar Representation and Parsing in a Data-Driven Logic Programming Environment (L. Sinapova, Z. Markov). Extending Definite Clause Grammar to Handle Flexible Word Order (V. Pericliev, A. Grigorov). MODALYS - A System for the Semanic-Pragmatic Analysis of Modal Verbs (B. Kipper). A System for Text Temporal Information Retrieval (I.P. Rodrigues, J.G.P. Lopes). Knowledge Based Systems - Methods and Architectures. Meta Theory as a Tool for Integration and Control (H. Vassilev). Systems-Based Knowledge Representation: Relations and Methods (I. Dimitrov). COPE - A Flexible Constraint-Based Programming System for Knowledge Processing (S. Trausan-Matu, M. Barbuceanu, G. Ghiculete). A Two-Headed Architecture for Intelligent Multimedia Man-Machine Interaction (P. Quaresma, J.G.P. Lopes). Applications of Knowledge Based Systems. Discovery Environments for the Domain of Computer Programming: A Methodology (H. Ramadhan). An Expert System for Resource Estimation and Cost Analysis (A. Roussekov). A Knowledge Based System for Automatic 3D Scene Generation (P. Traverso, A. Armando, E. Guinchiglia). Towards an Application of Intelligent Image Analysis System to Robotic Fettling of Castings (B. Balev, D. Dimitrov). Author Index.
- No. of pages:
- © North Holland 1992
- 27th August 1992
- North Holland
- eBook ISBN:
School of Cognitive and Computing Sciences, University of Sussex, Brighton, UK
Bulgarian Academy of Sciences, Institute of Industrial Cybernetics and Robotics, Sofia, Bulgaria