This book constitutes the refereed proceedings of the Second Hellenic Conference on Artificial Intelligence, SETN 2002, held in Thessaloniki, Greece, in April 2002.
The 42 revised full papers presented together with two invited contributions were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on knowledge representation and reasoning, logic programming and constraint satisfaction, planning and scheduling, natural language processing, human-computer interaction, machine learning, intelligent Internet and multiagent systems, and intelligent applications.
Author(s): Christos H. Papadimitriou (auth.), Ioannis P. Vlahavas, Constantine D. Spyropoulos (eds.)
Series: Lecture Notes in Computer Science 2308
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2002
Language: English
Pages: 514
Tags: Artificial Intelligence (incl. Robotics); User Interfaces and Human Computer Interaction; Information Systems Applications (incl.Internet); Image Processing and Computer Vision
Understanding the Internet....Pages 1-2
Agent-Oriented Software Development....Pages 3-17
The Ramification and Qualification Problems in Temporal Databases....Pages 18-29
Multi-inference with Multi-neurules....Pages 30-41
Decision Making Based on Past Problem Cases....Pages 42-53
Relating Defeasible Logic to Extended Logic Programs....Pages 54-64
On Algorithms for Decomposable Constraints....Pages 65-71
Cspcons : A Communicating Sequential Prolog with Constraints....Pages 72-84
Genetic Evolution of Software Microorganisms....Pages 85-96
A Probabilistic Approach to Robust Execution of Temporal Plans with Uncertainty....Pages 97-108
Crew Pairing Optimization with Genetic Algorithms....Pages 109-120
Integration of Topological and Metric Maps for Indoor Mobile Robot Path Planning and Navigation....Pages 121-130
Symbolic Authoring for Multilingual Natural Language Generation....Pages 131-142
A User-Sensitive Spoken Dialogue System Incorporating Emotional Responsiveness....Pages 143-154
Transforming Spontaneous Telegraphic Language to Well-Formed Greek Sentences for Alternative and Augmentative Communication....Pages 155-166
Role Identification from Free Text Using Hidden Markov Models....Pages 167-178
Improving SMS Usability Using Bayesian Networks....Pages 179-190
Fuzzy Inference for Student Diagnosis in Adaptive Educational Hypermedia....Pages 191-202
MultiCAD-GA: A System for the Design of 3D Forms Based on Genetic Algorithms and Human Evaluation....Pages 203-214
Intelligent Semantic Access to Audiovisual Content....Pages 215-224
A Multi-clustering Fusion Algorithm....Pages 225-236
Distance and Feature-Based Clustering of Time Series: An Application on Neurophysiology....Pages 237-248
Least-Squares Methods in Reinforcement Learning for Control....Pages 249-260
Association Rules & Evolution in Time....Pages 261-272
Managing Uncertainty and Quality in the Classification Process....Pages 273-287
The Role of Domain Knowledge in a Large Scale Data Mining Project....Pages 288-299
Artificial Neural Network Learning: A Comparative Review....Pages 300-313
Piecewise Neural Networks for Function Approximation, Cast in a Form Suitable for Parallel Computation....Pages 314-324
Using Hopfield Networks to Solve Assignment Problem and N-Queen Problem: An Application of Guided Trial and Error Technique....Pages 325-336
A Bayesian Regularization Method for the Probabilistic RBF Network....Pages 337-345
Support Vector Machines with Clustering for Training with Very Large Datasets....Pages 346-354
A Temporal Network of Support Vector Machine Classifiers for the Recognition of Visual Speech....Pages 355-365
Fuzzy Stochastic Automata for Reactive Learning and Hybrid Control....Pages 366-377
Overview of Wave Probe-Based High-Resolution Subsurface Sensing, Imaging, and Vision....Pages 378-389
3D Volume Reconstruction by Serially Acquired 2D Slices Using a Distance Transform-Based Global Cost Function....Pages 390-400
Definition and Extraction of Visual Landmarks for Indoor Robot Navigation....Pages 401-412
Factors Affecting the Accuracy of an Active Vision Head....Pages 413-422
Query Translation for Mediators over Ontology-Based Information Sources....Pages 423-436
Intelligent Querying of Web Documents Using a Deductive XML Repository....Pages 437-448
Roles in Collaborative Activity....Pages 449-460
Formal Modelling of Reactive Agents as an Aggregation of Simple Behaviours....Pages 461-472
On the Application of Artificial Intelligence Techniques to the Quality Improvement of Industrial Processes....Pages 473-484
Using Non-uniform Crossover in Genetic Algorithm Methods to Speed up the Generation of Test Patterns for Sequential Circuits....Pages 485-493
Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review....Pages 494-511
