Innovations in Applied Artificial Intelligence: 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, Bari, Italy, June 22-24, 2005, Proceedings

Front Cover
Floriana Esposito
Springer Science & Business Media, Jun 16, 2005 - Computers - 858 pages
“Intelligent systems are those which produce intelligent o?springs.” AI researchers have been focusing on developing and employing strong methods that are capable of solving complex real-life problems. The 18th International Conference on Industrial & Engineering Applications of Arti?cial Intelligence & Expert Systems (IEA/AIE 2005) held in Bari, Italy presented such work performed by many scientists worldwide. The Program Committee selected long papers from contributions presenting more complete work and posters from those reporting ongoing research. The Committee enforced the rule that only original and unpublished work could be considered for inclusion in these proceedings. The Program Committee selected 116 contributions from the 271 subm- ted papers which cover the following topics: arti?cial systems, search engines, intelligent interfaces, knowledge discovery, knowledge-based technologies, na- ral language processing, machine learning applications, reasoning technologies, uncertainty management, applied data mining, and technologies for knowledge management. The contributions oriented to the technological aspects of AI and the quality of the papers are witness to a research activity clearly aimed at consolidating the theoretical results that have already been achieved. The c- ference program also included two invited lectures, by Katharina Morik and Roberto Pieraccini. Manypeoplecontributedindi?erentwaystothesuccessoftheconferenceand to this volume. The authors who continue to show their enthusiastic interest in applied intelligence research are a very important part of our success. We highly appreciate the contribution of the members of the Program Committee, as well as others who reviewed all the submitted papers with e?ciency and dedication.
 

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Contents

Invited Contributions
1
Computer Vision
16
Image Analysis
19
Object Tracking Using Mean Shift and Active Contours
26
Place Recognition System from LongTerm Observations
36
RealTime People Localization and Tracking Through Fixed Stereo
44
Face Recognition by Kernel Independent Component Analysis
55
A Morphological Proposal for VisionBased Path Planning
62
OneClass Classifier for HFGWR Ship Detection Using
432
Improving the Readability of Decision Trees Using Reduced Complexity
442
Analyzing Multilevel Spatial Association Rules Through
448
An Application in Public Health Care
459
A DomainIndependent Approach to DiscourseLevel Knowledge
470
An Efficient Subsequence Matching Method Based on Index
480
A Meteorological Conceptual Modeling Approach Based on Spatial
490
Mining Generalized Association Rules on Biomedical Literature
500

Intelligent Vocal Cord Image Analysis for Categorizing Laryngeal
69
Keyword Spotting on Hangul Document Images Using TwoLevel
79
Speech Recognition
85
FeatureTableBased Automatic Question Generation for TreeBased
95
Robotics
101
DistanceBased Dynamic Interaction of Humanoid Robot with Multiple
111
Movement Prediction from RealWorld Images Using a Liquid State
121
Robot Competition Using Gesture Based Interface
131
Feasibility of Multiagent Simulation for the Trust and Tracing Game
145
Multiagent Support for Distributed Engineering Design
155
Reliable Multiagent Systems with Persistent PublishSubscribe
165
A StrategyProof Mechanism Based on Multiple Auction Support
175
Automated Teleoperation of WebBased Devices Using Semantic
185
A Decision Support System for Inventory Control Using Planning
192
Plan Execution in Dynamic Environments
208
Structural Advantages for Ant Colony Optimisation Inherent
218
Incrementally Scheduling with Qualitative Temporal Information
229
RTree Representations of Disaster Areas Based on Probabilistic
236
Automatic Word Spacing in Korean for Small Memory Devices
249
Generating Personalized Tourist Map Descriptions
259
Haptic Fruition of 3D Virtual Scene by Blind People
269
OntologyBased Natural Language Parser for EMarketplaces
279
Towards Effective Adaptive Information Filtering Using Natural
290
Towards Minimization of Test Sets for HumanComputer Systems
300
Discovering Learning Paths on a Domain Ontology Using Natural
310
A Geometric Approach to Automatic Description of Iconic Scenes
315
Reasoning
321
Inferring DefiniteClause Grammars to Express Multivariate Time Series
332
Obtaining a Bayesian Map for Data Fusion and Failure Detection
342
Event Handling Mechanism for Retrieving Spatiotemporal Changes
353
Freeway Traffic Qualitative Simulation
361
PredictionBased Diagnosis and Loss Prevention Using ModelBased
367
Classification of Ophthalmologic Images Using an Ensemble of Classifiers
380
Comparison of Extreme Learning Machine with Support Vector
390
Endoscopy Images Classification with Kernel Based Learning
400
Local Bagging of Decision Stumps
406
A Comparative Study
412
Minimum Spanning Trees in Hierarchical Multiclass Support Vector
422
Mining Information Extraction Rules from Datasheets Without
510
An OntologySupported Data Preprocessing Technique for RealLife
521
ParetoOptimal Hardware for Digital Circuits Using SPEA
534
Application of a Genetic Algorithm to Nearest Neighbour Classification
544
An Efficient Genetic Algorithm for TSKType Neural Fuzzy Identifier
551
Hardware Architecture for Genetic Algorithms
554
Novel Approach to Optimize Quantitative Association Rules
560
Predicting Construction Litigation Outcome Using Particle Swarm
571
Selforganizing Radial Basis Function Network Modeling for Robot
579
A SOM Based Approach for Visualization of GSM Network Performance
588
Using an Artificial Neural Network to Improve Predictions of Water
599
Canonical Decision Model Construction by Extracting the Mapping
609
An Intelligent Medical Image Understanding Method Using TwoTier
616
Decision Support and Heuristic Search
619
A Decision Support Tool Coupling a Causal Model and a Multiobjective
628
A SwarmBased
638
The Probabilistic Heuristic In Local PHIL Search Metastrategy
648
Search on Transportation Network for LocationBased Service
657
A Specification Language for Organisational Performance Indicators
667
A New Crowded Comparison Operator in Constrained Multiobjective
678
Fuzzy Logic
685
PoseInvariant Face Detection Using EdgeLike Blob Map and Fuzzy
695
A Fuzzy LogicBased Approach for Detecting Shifting Patterns
705
Minimal Knowledge Anonymous User Profiling for Personalized Services
711
OWL Ontology Merging and Alignment Tool for the Semantic
722
An Algorithm
739
A Decision Support Approach to Modeling Trust in Networked
746
Collaborative CaseBased Preference Elicitation
752
Building Intelligent
762
An Expert System for the Oral Anticoagulation Treatment
773
A Case Study
783
An Expert Review Assignment Component for Scientific
789
A Nurse Scheduling System Based on Dynamic Constraint Satisfaction
799
A Semiautonomous Wheelchair with HelpStar
809
Train Rescheduling Algorithm Which Minimizes Passengers
829
CaseBased Reasoning for Financial Prediction
839
A Geographical Virtual Laboratory for the Recomposition of Fragments
845
A Support Method for Qualitative SimulationBased Learning System
851

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