Topics in Artificial Intelligence: Fourth Congress of the Italian Association for Artificial Intelligence, AI*IA '95, Florence, Italy, October 11 - 13, 1995. Proceedings

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Springer Science & Business Media, Sep 27, 1995 - Computers - 450 pages
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.
 

Contents

Natural Language Generation as ConstraintBased Configuration
1
Issues of Multilinguality in the Automatic Generation of Administrative Instructional Texts
13
Extending Qlearning to Fuzzy Classifier Systems
25
Fuzzy Cognitive Maps in MultiAgent Environments
37
Multiple Predicate Learning with RTL
44
Preliminary Results
56
Automatic Construction of Navigable Concept Networks Characterizing Text Databases
67
Dealing with Change and Interactions within a Causal Framework
79
An Autonomous Robot that Picks up Objects
243
A Formal Domain Description Language for a Temporal Planner
255
A Method for Solving Multiple Autonomous Robots Collisions Problem Using Space and Time Representation
261
Mapping Symbolic Knowledge into Locally Receptive Field Networks
267
Knowledge Representation for Robotic Vision Based on Conceptual Spaces and Attentive Mechanisms
279
A Weakest Precondition Semantics for Conditional Planning
291
A Cognitive Hybrid Model for Autonomous Navigation
303
Using a Chemical Metaphor to Implement Autonomous Systems
315

Nonfirstorder Features in Concept Languages
91
PDLbased Framework for Reasoning about Actions
103
Dependency Graphs in Natural Language Processing
115
Integrating Shallow and Linguistic Techniques for Information Extraction from Text
127
Recognizing Preliminary Sentences in Dialogue Interpretation
139
the Inescapable Symbiosis in NLP
145
Priorities in Default Logic Revisited
152
Boolean Approach for Representing and Solving Constraintsatisfaction Problems
163
The Approach and a Case Study
175
Knowledge Representation Exemplification and the GuptaBelnap Theory of Circular Definitions
187
A Language for Conceptual Modelling in Information Systems Engineering
199
The Different Roles of Abstraction in Abductive Reasoning
211
A Cognitive Model of Causal Reasoning about the Physical World
217
A Generalized Approach to Consistency Based Belief Revision
231
A framework for Dealing with BeliefGoal Dynamics
237
Modeling Process Diagnostic Knowledge Through Causal Networks
323
A Temporal Diagnosis Approach
335
Definition and Logical Model
347
Learning Programs in Different Paradigms Using Genetic Programming
353
Revision of Logical Theories
365
Reformulation of Examples in Concept Learning of Structural Descriptions
377
Integrated Model a proposal to Handle Noise
389
ExceptionsBased Synthesis of Boolean Functions as a Core Mechanism to Perform Concept Learning
395
And so are Hearing and Jumping
402
Agents as Reasoners Observers or Believers
414
Modelling Interactions in Agent System
426
Agent Coordination and Control through Logic Theories
439
Author Index
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