Methods and Applications of Artificial Intelligence: Second Hellenic Conference on Ai, Setn 2002, Thessaloniki, Greece, April 11-12, 2002, Proceedings

by Hellenic Conference on Ai 2002; Spyropoulos, Constantine D.

• ISBN13: 9783540434726
• ISBN10: 3540434720
• Format: Paperback
• Copyright: 2002-01-01
• Publisher: Springer-Verlag New York Inc

Summary

Proceedings of the Second Hellenic Conference on AI, SETN 2002, held April 11-12, 2002 in Thessaloniki, Greece. Forty-two full papers are presented. Softcover.

Table of Contents

Invited Talks
Understanding the Internet	1	(2)
Christos H. Papadimitriou
Agent-Oriented Software Development	3	(15)
John Mylopoulos
Manuel Kolp
Paolo Giorgini
Knowledge Representation & Reasoning
The Ramification and Qualification Problems in Temporal Databases	18	(12)
Nick Papadalkis
Dimitris Plexousakis
Multi-inference with Multi-neurules	30	(12)
Ioannis Hatzilygeroudis
Jim Prentzas
Decision Making Based on Past Problem Cases	42	(12)
Ioannis Stamelos
Ioannis Refanidis
Logic Programming & Constraint Satisfaction
Relating Defeasible Logic to Extended Logic Programs	54	(11)
George Antoniou
On Algorithms for Decomposable Constraints	65	(7)
Kostas Stergiou
CSPCONS: A Communicating Sequential Prolog with Constraints	72	(13)
Ioannis P. Vlahavas
Ilias Sakellariou
Ivan Futo
Zoltan Pasztor
Janos Szeredi
Genetic Evolution of Software Microorganisms	85	(12)
Themistoklis Panayiotopoulos
Harry Kalogirou
Anthony Petropoulos
Dionisis Dimopoulos
Planning & scheduling
A Probabilistic Approach to Robust Execution of Temporal Plans with Uncertainty	97	(12)
Ioannis Tsamardinos
Crew Pairing Optimization with Genetic Algorithms	109	(12)
Harry Kornilakis
Panagiotis Stamatopoulos
Integration of Topological and Metric Maps for Indoor Mobile Robot Path Planning and Navigation	121	(10)
Panagiotis G. Zavlangas
Spyros G. Tzafestas
Natural Language Processing
Symbolic Authoring for Multilingual Natural Language Generation	131	(12)
Ion Androutsopoulos
Dimitris Spiliotopoulos
Konstantinos Stamatakis
Aggeliki Dimitromanolaki
Vangelis Karkaletsis
Constontine D. Spyropoulos
A User-Sensitive Spoken Dialogue System Incorporating Emotional Responsiveness	143	(12)
Gloria Dabiri
Michael Brown
Maria Aretoulaki
Matthias Nitzsche
Transforming Spontaneous Telegraphic Language to Well-Formed Greek Sentences for Alternative and Augmentative Communication	155	(12)
Georgios Karberis
Georgios Kouroupetroglou
Role Identification from Free Text Using Hidden Markov Models	167	(12)
Georgios Sigletos
Georgios Paliouras
Vangelis Karkaletsis
Human-Computer Interaction
Improving SMS Usability Using Bayesian Networks	179	(12)
Manolis Maragoudakis
Nikolaos K. Tselios
Nikolaos Fakotakis
Nikolaos M. Avouris
Fuzzy Inference for Student Diagnosis in Adaptive Educational Hypermedia	191	(12)
Maria Grigoriadou
Harry Kornilakis
Kyparisia A. Papanikolaou
George D. Magoulas
MultiCAD-GA: A System for the Design of 3D Forms Based on Genetic Algorithms and Human Evaluation	203	(12)
Nikolaos Vassilas
George Miaoulis
Dionysios Chronopoulos
Elias Konstantinidis
Ioanna Ravani
Dimitrios Makris
Dimitri Plemenos
Intelligent Semantic Access to Audiovisual Content	215	(10)
Yannis Avrithis
Giorgos Stamou
Anastasios Delopoulos
Stefanos Kollias
Machine Learning
A Multi-clustering Fusion Algorithm	225	(12)
Dimitrios Frossyniotis
Minas Pertselakis
Andreas Stafylopatis
Distance and Feature-Based Clustering of Time Series: An Application on Neurophysiology	237	(12)
George Potamias
Least-Squares Methods in Reinforcement Learning for Control	249	(12)
Michail G. Lagoudakis
Ronald Parr
Michael L. Littman
Knowledge Discovery
Association Rules & Evolution in Time	261	(12)
George Koundonrakis
Babis Theodolidis
Managing Uncertainty and Quality in the Classification Process	273	(15)
Maria Halkidi
Michalis Vazirgiannis
The Role of Domain Knowledge in a Large Scale Data Mining Project	288	(12)
Ioannis Kopanas
Nikolaos M. Avouris
Sophia Daskalaki
Neural Networks
Artificial Neural Network Learning: A Comparative Review	300	(14)
Costas Neocleous
Christos Schizas
Piecewise Neural Networks for Function Approximation, Cast in a Form Suitable for Parallel Computation	314	(11)
Ioannis G. Tsoulos
Isaac E. Lagaris
Aristidis C. Likas
Using Hopfield Networks to Solve Assignment Problem and N-Queen Problem: An Application of Guided Trial and Error Technique	325	(12)
Christos Douligeris
Gang Feng
A Bayesian Regularization Method for the Probabilistic RBF Network	337	(9)
Constantinos Constantinopoulos
Michalis K. Titsias
Aristidis Likas
Pattern Recognition
Support Vector Machines with Clustering for Training with Very Large Datasets	346	(9)
Theodoros Evgeniou
Massimiliano Pontil
A Temporal Network of Support Vector Machine Classifiers for the Recognition of Visual Speech	355	(11)
Mihaela Gordan
Constantine Kotropoulos
Ioannis Pitas
Fuzzy Stochastic Automata for Reactive Learning and Hybird Control	366	(12)
Gerasimos G. Rigatos
Machine Vision
Overview of Wave Probe-Based High-Resolution Subsurface Sensing, Imaging, and Vision	378	(12)
George A. Tsihrintzis
Konstantinos G. Girtis
3D Volume Reconstruction by Serially Acquired 2D Slices Using a Distance Transform-Based Global Cost Function	390	(11)
Stelios Krinidis
Christophoros Nikou
Ioannis Pitas
Definition and Extraction of Visual Landmarks for Indoor Robot Navigation	401	(12)
Dimitrios I. Kosmopoulos
Konstantinos .V. Chandrinos
Factors Affecting the Accuracy of an Active Vision Head	413	(10)
Antonios Gasteratos
Giulio Sandini
Intelligent Internet & Multiagent Systems
Query Translation for Mediators over Ontology-Based Information Sources	423	(4)
Yannis Tzitzikas
Nicolas Spyratos
Panos Constantopoulos
Intelligent Querying of Web Documents Using a Deductive XML Repository	427	(22)
Nick Bassiliades
Ioannis P Vlahavas
Roles in Collaborative Activity	449	(12)
Ioannis Partsakoulakis
George Vouros
Formal Modelling of Reactive Agents as an Aggregation of Simple Behaviours	461	(12)
Petros Kefalas
Intelligent Applications
On the Application of Artificial Intelligence Techniques to the Quality Improvement of Industrial Processes	473	(12)
Pavlos Georgilakis
Nikos Hatziargyriou
Using Non-uniform Crossover in Genetic Algorithm Methods to Speed up the Generation of Test Patterns for Sequential Circuits	485	(9)
Michael Dimopoulos
Panagiotis Linardis
Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review	494	(19)
Athanasios Tsakonas
George Dounias
Author Index	513