Topics in Artificial Intelligence
Fourth Congress of the Italian Association for Artificial Intelligence, AI*IA '95, Florence, Italy, October 11 - 13, 1995. Proceedings
Published on 27. September 1995
Book
Paperback/Softback
XIV, 450 pages
978-3-540-60437-2 (ISBN)
Description
This book presents the refereed proceedings of the 4th Congress of the Italian Association for Artificial Intelligence, AI*IA '95, held in Florence, Italy, in October 1995.
The 31 revised full papers and the 12 short presentations contained in the volume were selected from a total of 101 submissions on the basis of a careful reviewing process. The papers are organized in sections on natural language processing, fuzzy systems, machine learning, knowledge representation, automated reasoning, cognitive models, robotics and planning, connectionist models, model-based reasoning, and distributed artificial intelligence.
The 31 revised full papers and the 12 short presentations contained in the volume were selected from a total of 101 submissions on the basis of a careful reviewing process. The papers are organized in sections on natural language processing, fuzzy systems, machine learning, knowledge representation, automated reasoning, cognitive models, robotics and planning, connectionist models, model-based reasoning, and distributed artificial intelligence.
More details
Series
Edition
1995 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XIV, 450 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 26 mm
Weight
709 gr
ISBN-13
978-3-540-60437-2 (9783540604372)
DOI
10.1007/3-540-60437-5
Schweitzer Classification
Content
Natural Language Generation as constraint-based configuration.- Issues of multilinguality in the automatic generation of administrative instructional texts.- Extending Q-learning to Fuzzy Classifier Systems.- Fuzzy cognitive maps in multi-agent environments.- Multiple predicate learning with RTL.- Learning while -Solving problems in single agent search: Preliminary results.- Automatic construction of navigable concept networks characterizing text databases.- Temporal prediction: Dealing with change and interactions within a causal framework.- Non-first-order features in concept languages.- PDL-based framework for reasoning about actions.- Dependency graphs in natural language processing.- Integrating shallow and linguistic techniques for Information extraction from text.- Recognizing preliminary sentences in dialogue interpretation.- Contextuality and non-extensional identity: the inescapable symbiosis in NLP.- Priorities in Default Logic revisited.- Boolean approach for representing and solving constraint-satisfaction problems.- Composing decision procedures: the approach and a case study.- Knowledge representation, exemplification, and the Gupta-Belnap theory of circular definitions.- $$\mathcal{T}\mathcal{R}\mathcal{D}\mathcal{L}$$ : A language for conceptual modelling in Information Systems Engineering.- The different roles of abstraction in abductive reasoning.- A cognitive model of causal reasoning about the physical world.- A generalized approach to consistency based belief revision.- A framework for dealing with belief-goal dynamics.- Evolving non-trivial behaviors on real robots: An autonomous robot that picks up objects.- A formal domain description language for a temporal planner.- A method for solving multiple autonomous robots collisions problem usingspace and time representation.- Mapping symbolic knowledge into locally receptive field networks.- Knowledge representation for robotic vision based on conceptual spaces and attentive mechanisms.- A weakest precondition semantics for conditional planning.- A cognitive hybrid model for autonomous navigation.- Using a chemical metaphor to implement autonomous systems.- Modeling process diagnostic knowledge through causal networks.- Formalizing reasoning about change: A temporal diagnosis approach.- Preventive diagnosis: Definition and logical model.- Learning programs in different paradigms using Genetic Programming.- Revision of logical theories.- Reformulation of examples in concept learning of structural descriptions.- Integrated Model - A Proposal to handle noise.- Exceptions-based synthesis of Boolean functions as a core mechanism to perform concept learning.- Seeing is believing.- Agents as reasoners, observers or believers.- Modelling interactions in agent system.- Agent coordination and control through logic theories.