This book constitutes the refereed proceedings of the 11th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2004, held in Varna, Bulgaria in September 2004.The 52 revised full papers presented were carefully reviewed and selected from 176 submissions. The papers are organized in topical sections on ontology engineering, semantic Web services, knowledge representation and processing, machine learning and data mining, natural language processing, soft computing, neural networks, e-learning systems, multiagent systems, pattern recognition, intelligent decision making, and information retrieval.
Author(s): Bussler Ch. (Ed), Fensel D. (Ed)
Year: 2004
Language: English
Pages: 545
Table of Contents......Page 10
Adoption of the Classical Theory of Definition to Ontology Modeling......Page 16
An Approach to Evaluate Existing Ontologies for Indexing a Document Corpus......Page 26
Capturing Semantics Towards Automatic Coordination of Domain Ontologies......Page 37
Towards a Semantic Representation of Documents by Ontology-Document Mapping......Page 48
Using an Aligned Ontology to Process User Queries......Page 59
An Experiment on Modelling Agents and Knowledge for the Semantic Web......Page 69
Automatic Creation and Monitoring of Semantic Metadata in a Dynamic Knowledge Portal......Page 80
Coordinating Semantic Peers......Page 90
Identification of Communities of Peers by Trust and Reputation......Page 100
Integration of B2B Logistics Using Semantic Web Services......Page 111
Planning and Monitoring Web Service Composition......Page 121
A Logic of Inequalities......Page 131
Exploiting the Constrainedness in Constraint Satisfaction Problems......Page 141
Orthogonal Operators for User-Defined Symbolic Periodicities......Page 152
Solving Constraints Between Lines in Euclidean Geometry......Page 163
An Oracle Based Meta-learner for Function Decomposition......Page 173
Bagged Voting Ensembles......Page 183
Cluster Validation for High-Dimensional Datasets......Page 193
Emergent Behaviours Based on Episodic Encoding and Familiarity Driven Retrieval......Page 203
Increasing the Classification Accuracy of Simple Bayesian Classifier......Page 213
Outlier Detecting in Fuzzy Switching Regression Models......Page 223
PubMiner: Machine Learning-Based Text Mining System for Biomedical Information Mining......Page 231
Advances in Profile Assisted Voicemail Management......Page 241
Computing Speech Acts......Page 251
High Performance Part-of-Speech Tagging of Bulgarian......Page 261
The Definite Article of Bulgarian Adjectives and Numerals in DATR......Page 271
Towards a Better Understanding of the Language Content in the Semantic Web......Page 282
A Study on Neural Networks and Fuzzy Inference Systems for Transient Data......Page 292
Automatic Design of Hierarchical TS-FS Model Using Ant Programming and PSO Algorithm......Page 300
Forecasting Stock Price by SVMs Regression......Page 310
Harmonic Detection Using Neural Networks with Conjugate Gradient Algorithm......Page 319
Neural Model of Osmotic Dehydration Kinetics of Fruits Cubes......Page 327
Robust and Adaptive Load Frequency Control of Multi-area Power Networks with System Parametric Uncertainties Using Temporal Difference Based MLP Neural Networks......Page 336
Rule Based Neural Networks Construction for Handwritten Arabic City-Names Recognition......Page 346
A generic E-learning Engineering Framework Embracing the Semantic Web......Page 356
An Integrated Environment for Building Distributed Multi-agent Educational Applications......Page 366
A Tutoring System Supporting Experimentation with Virtual Macroeconomic Environments......Page 376
An Agent Based Approach for Migrating Web Services to Semantic Web Services......Page 386
Constructing a BDI Agent to Deploy in an Interactive Computer Game Environment......Page 396
Learning Obstacle Avoidance Behavior Using Multi-agent Learning with Fuzzy States......Page 404
Towards Well-Defined Multi-agent Reinforcement Learning......Page 414
Variant Extensions to Prove MAS Behaviours......Page 424
Arabic Words Recognition with Classifiers Combination: An Application to Literal Amounts......Page 435
Curved Segmentation Path Construction for Unconstrained Handwritten Hangul Segmentation......Page 445
Efficient Segmentation Path Generation for Unconstrained Handwritten Hangul Character......Page 453
Designing Hybrid Cooperations with a Component Language for Solving Optimization Problems......Page 462
Multicriteria Optimization in CSPs : Foundations and Distributed Solving Approach......Page 474
Nonlinear H[sub(∞)] State Feedback Control of Rigid Robot Manipulators......Page 484
Qualitative Model of Decision Making......Page 495
Information Retrieval Model Based on User Profile......Page 505
Schema Matching in GIS......Page 515
The Web as an Autobiographical Agent......Page 525
R......Page 536
Z......Page 537
