Knowledge-Based Intelligent Information and Engineering Systems: 7th INternational Conference, KES 2003, Oxford, UK, September 2003. Proceedings, Part I.

Front Matter....Pages -
Distributed Prediction and Hierarchical Knowledge Discovery by ARTMAP Neural Networks....Pages 1-4
The Brain’s Cognitive Dynamics: The Link between Learning, Attention, Recognition, and Consciousness....Pages 5-12
Adaptive Data Based Modelling and Estimation with Application to Real Time Vehicular Collision Avoidance....Pages 13-14
Creating a Smart Virtual Personality....Pages 15-16
Intelligent Navigation on the Mobile Internet....Pages 17-18
The Evolution of Evolutionary Computation....Pages 19-20
A Unified Model Maintains Knowledge Base Integrity....Pages 21-27
Formal Argumentation Frameworks for the Extended Generalized Annotated Logic Programs....Pages 28-38
Specifying and Validating Reactive Systems with CommonKADS Methodology....Pages 39-44
TMMT: Tool Supporting Knowledge Modelling....Pages 45-52
State-Based Planning with Numerical Knowledge....Pages 53-60
KAMET II: An Extended Knowledge-Acquisition Methodology....Pages 61-67
Automated Knowledge Acquisition by Relevant Reasoning Based on Strong Relevant Logic....Pages 68-80
ConcepTool: Intelligent Support to the Management of Domain Knowledge....Pages 81-88
Combining Revision Production Rules and Description Logics....Pages 89-98
Knowledge Support for Modeling and Simulation....Pages 99-103
Expert System for Simulating and Predicting Sleep and Alertness Patterns....Pages 104-110
Two Expert Diagnosis Systems for SMEs: From Database-Only Technologies to the Unavoidable Addition of AI Techniques....Pages 111-125
Using Conceptual Decision Model in a Case Study....Pages 126-133
Automated Knowledge Acquisition Based on Unsupervised Neural Network and Expert System Paradigms....Pages 134-140
Selective-Learning-Rate Approach for Stock Market Prediction by Simple Recurrent Neural Networks....Pages 141-147
A Neural-Network Technique for Recognition of Filaments in Solar Images....Pages 148-154
Learning Multi-class Neural-Network Models from Electroencephalograms....Pages 155-162
Establishing Safety Criteria for Artificial Neural Networks....Pages 163-169
Neural Chaos Scheme of Perceptual Conflicts....Pages 170-176
Learning of SAINNs from Covariance Function: Historical Learning....Pages 177-183
Use of the Kolmogorov’s Superposition Theorem and Cubic Splines for Efficient Neural-Network Modeling....Pages 184-190
The Influence of Prior Knowledge and Related Experience on Generalisation Performance in Connectionist Networks....Pages 191-198
Urinary Bladder Tumor Grade Diagnosis Using On-line Trained Neural Networks....Pages 199-206
Invariants and Fuzzy Logic....Pages 207-212
Newsvendor Problems Based on Possibility Theory....Pages 213-219
Uncertainty Management in Rule Based Systems Application to Maneuvers Recognition....Pages 220-228
Fuzzy Coefficients and Fuzzy Preference Relations in Models of Decision Making....Pages 229-236
Mining Fuzzy Rules for a Traffic Information System....Pages 237-243
Possibilistic Hierarchical Fuzzy Model....Pages 244-250
Fuzzy Knowledge Based Guidance in the Homing Missiles....Pages 251-257
Evolutionary Design of Rule Changing Cellular Automata....Pages 258-264
Dynamic Control of the Browsing-Exploitation Ratio for Iterative Optimisations....Pages 265-270
Intelligent Motion Generator for Mobile Robot by Automatic Constructed Action Knowledge-Base Using GA....Pages 271-278
Population-Based Approach to Multiprocessor Task Scheduling in Multistage Hybrid Flowshops....Pages 279-286
A New Paradigm of Optimisation by Using Artificial Immune Reactions....Pages 287-292
Multi-objective Genetic Programming Optimization of Decision Trees for Classifying Medical Data....Pages 293-299
A Study of the Compression Method for a Reference Character Dictionary Used for On-line Character Recognition....Pages 300-309
Mercer Kernels and 1-Cohomology of Certain Semi-simple Lie Groups....Pages 310-316
On-line Profit Sharing Works Efficiently....Pages 317-324
Fast Feature Ranking Algorithm....Pages 325-331
Visual Clustering with Artificial Ants Colonies....Pages 332-338
Maximizing Benefit of Classifications Using Feature Intervals....Pages 339-345
Parameter Estimation for Bayesian Classification of Multispectral Data....Pages 346-355
Goal Programming Approaches to Support Vector Machines....Pages 356-363
Asymmetric Triangular Fuzzy Sets for Classification Models....Pages 364-370
Machine Learning to Detect Intrusion Strategies....Pages 371-378
On the Benchmarking of Multiobjective Optimization Algorithm....Pages 379-385
Multicategory Incremental Proximal Support Vector Classifiers....Pages 386-392
Arc Consistency for Dynamic CSPs....Pages 393-400
Determination of Decision Boundaries for Online Signature Verification....Pages 401-407
On the Accuracy of Rotation Invariant Wavelet-Based Moments Applied to Recognize Traditional Thai Musical Instruments....Pages 408-414
A Multi-agent System for Knowledge Management in Software Maintenance....Pages 415-421
D 2 G 2 A: A Distributed Double Guided Genetic Algorithm for Max_CSPs....Pages 422-429
Modelling Intelligent Agents for Organisational Memories....Pages 430-437
A Study on the Multi-agent Approach to Large Complex Systems....Pages 438-444
Multi-layered Distributed Agent Ontology for Soft Computing Systems....Pages 445-452
A Model for Personality and Emotion Simulation....Pages 453-461
Using Loose and Tight Bounds to Mine Frequent Itemsets....Pages 462-468
Mining Association Rules with Frequent Closed Itemsets Lattice....Pages 469-475
Mining Generalized Closed Frequent Itemsets of Generalized Association Rules....Pages 476-484
Qualitative Point Sequential Patterns....Pages 485-492
Visualization and Evaluation Support of Knowledge Discovery through the Predictive Model Markup Language....Pages 493-501
Detecting Patterns of Fraudulent Behavior in Forensic Accounting....Pages 502-509
SPIN!-An Enterprise Architecture for Spatial Data Mining....Pages 510-517
The Role of Discretization Parameters in Sequence Rule Evolution....Pages 518-525
Feature Extraction for Classification in Knowledge Discovery Systems....Pages 526-532
Adaptive Per-application Load Balancing with Neuron-Fuzzy to Support Quality of Service for Voice over IP in the Internet....Pages 533-541
Hybrid Intelligent Production Simulator by GA and Its Individual Expression....Pages 542-548
On the Design of an Artificial Life Simulator....Pages 549-555
3-Dimensional Object Recognition by Evolutional RBF Network....Pages 556-562
Soft Computing-Based Design and Control for Vehicle Health Monitoring....Pages 563-569
An Adaptive Novelty Detection Approach to Low Level Analysis of Images Corrupted by Mixed Noise....Pages 570-577
The Image Recognition System by Using the FA and SNN....Pages 578-584
License Plate Detection Using Hereditary Threshold Determine Method....Pages 585-593
Recognition from EMG Signals by an Evolutional Method and Non-negative Matrix Factorization....Pages 594-600
A Feature Extraction Method for Personal Identification System....Pages 601-608
A Feature Extraction of the EEG Using the Factor Analysis and Neural Networks....Pages 609-616
A Neural Network Approach to Color Image Classification....Pages 617-622
Recognition of EMG Signal Patterns by Neural Networks....Pages 623-630
True Smile Recognition Using Neural Networks and Simple PCA....Pages 631-637
Estimation of Sea Ice Movement Using Locally Parallel Matching Model....Pages 638-645
Evaluation of a Combined Wavelet and a Combined Principal Component Analysis Classification System for BCG Diagnostic Problem....Pages 646-652
Learning from the Expert: Improving Boundary Definitions in Biomedical Imagery....Pages 653-659
Low Complexity Functions for Stationary Independent Component Mixtures....Pages 660-668
Knowledge-Based Automatic Components Placement for Single-Layer PCB Layout....Pages 669-675
Knowledge-Based Hydraulic Model Calibration....Pages 676-683
Using Artificial Neural Networks for Combustion Interferometry....Pages 684-690
An Operating and Diagnostic Knowledge-Based System for Wire EDM....Pages 691-698
The Application of Fuzzy Reasoning System in Monitoring EDM....Pages 699-706
Knowledge Representation for Structure and Function of Electronic Circuits....Pages 707-714
A Web-Based System for Transformer Design....Pages 715-721
A Fuzzy Control System for a Small Gasoline Engine....Pages 722-732
Faults Diagnosis through Genetic Matching Pursuit....Pages 733-740
A Fuzzy Classification Solution for Fault Diagnosis of Valve Actuators....Pages 741-747
Deep and Shallow Knowledge in Fault Diagnosis....Pages 748-755
Learning Translation Templates for Closely Related Languages....Pages 756-762
Implementation of an Arabic Morphological Analyzer within Constraint Logic Programming Framework....Pages 763-769
Efficient Automatic Correction of Misspelled Arabic Words Based on Contextual Information....Pages 770-777
A Socially Supported Knowledge-Belief System and Its Application to a Dialogue Parser....Pages 778-784
Knowledge-Based Question Answering....Pages 785-792
Knowledge-Based System Method for the Unitarization of Meaningful Augmentation in Horizontal Transliteration of Hanman Characters....Pages 793-799
An Expressive Efficient Representation: Bridging a Gap between NLP and KR....Pages 800-815
Connecting Word Clusters to Represent Concepts with Application to Web Searching....Pages 816-823
A Framework for Integrating Deep and Shallow Semantic Structures in Text Mining....Pages 824-834
Fuzzy Methods for Knowledge Discovery from Multilingual Text....Pages 835-842
Automatic Extraction of Keywords from Abstracts....Pages 843-849
Term-length Normalization for Centroid-based Text Categorization....Pages 850-856
Recommendation System Based on the Discovery of Meaningful Categorical Clusters....Pages 857-863
A Formal Framework for Combining Evidence in an Information Retrieval Domain....Pages 864-870
Managing Articles Sent to the Conference Organizer....Pages 871-878
Information Retrieval Using Deep Natural Language Processing....Pages 879-885
Ontology of Domain Modeling in Web Based Adaptive Learning System....Pages 886-892
Individualizing a Cognitive Model of Students’ Memory in Intelligent Tutoring Systems....Pages 893-897
An Ontology-Based Approach to Intelligent Instructional Design Support....Pages 898-905
Using Self Organizing Feature Maps to Acquire Knowledge about Visitor Behavior in a Web Site....Pages 951-958
A Framework for the Development of Personalized Agents....Pages 959-966
Topic Cascades: An Interactive Interface for Exploration of Clustered Web Search Results Based on the SVG Standard....Pages 967-974
Active Knowledge Mining for Intelligent Web Page Management....Pages 975-983
Javy: Virtual Environment for Case-Based Teaching of Java Virtual Machine....Pages 906-913
Case-Based Reasoning for Time Courses Prognosis....Pages 984-991
Adaptation Problems in Therapeutic Case-Based Reasoning Systems....Pages 992-999
A Knowledge Management and Quality Model for R&D Organizations....Pages 1000-1007
Knowledge Management Systems Development: A Roadmap....Pages 1008-1015
An Extensible Environment for Expert System Development....Pages 1016-1022
An Innovative Approach for Managing Competence: An Operational Knowledge Management Framework....Pages 1023-1029
A Synergy of Modelling for Constraint Problems....Pages 1030-1038
Object-Oriented Design of E-Government System: A Case Study....Pages 1039-1045
Self-Organization Leads to Hierarchical Modularity in an Internet Community....Pages 914-920
Rule-Driven Mobile Intelligent Agents for Real-Time Configuration of IP Networks....Pages 921-928
Neighborhood Matchmaker Method: A Decentralized Optimization Algorithm for Personal Human Network....Pages 929-935
Design and Implementation of an Automatic Installation System for Application Program in PDA....Pages 936-943
Combination of a Cognitive Theory with the Multi-attribute Utility Theory....Pages 944-950
A Practical Study of Some Virtual Sensor Methods as Part of Data Fusion....Pages 1046-1051
A Mamdani Model to Predict the Weighted Joint Density....Pages 1052-1057
Mining Spatial Rules by Finding Empty Intervals in Data....Pages 1058-1063
The Application of Virtual Reality to the Understanding and Treatment of Schizophrenia....Pages 1064-1068
Representation of Algorithmic Knowledge in Medical Information Systems....Pages 1069-1074
A Case-Based Reasoning Approach to Business Failure Prediction....Pages 1075-1080
A Metaheuristic Approach to Fuzzy Project Scheduling....Pages 1081-1087
A Note on the Sensitivity to Parameters in the Convergence of Self–Organizing Maps....Pages 1088-1094
Utilization of AI & GAs to Improve the Traditional Technical Analysis in the Financial Markets....Pages 1095-1099
On the Predictability of High-Frequency Financial Time Series....Pages 1100-1108
Incremental Learning and Forgetting in RBF Networks and SVMs with Applications to Financial Problems....Pages 1109-1115
Expanded Neural Networks in System Identification....Pages 1116-1121
A New Learning Algorithm for the Hierarchical Structure Learning Automata Operating in the General Nonstationary Multiteacher Environment....Pages 1122-1128
An Age Estimation System Using the Neural Network....Pages 1129-1134
Reconstruction of Facial Skin Color in Color Images....Pages 1135-1141
Grain-Shaped Control System by Using the SPCA....Pages 1142-1148
Reinforcement Learning Using RBF Networks with Memory Mechanism....Pages 1149-1156
Face Identification Method Using the Face Shape....Pages 1157-1161
Tracking of Moving Object Using Deformable Template....Pages 1162-1168
Thai Banknote Recognition Using Neural Network and Continues Learning by DSP Unit....Pages 1169-1177
Color-Identification System Using the Sandglass-Type Neural Networks....Pages 1178-1184
Secure Matchmaking of Fuzzy Criteria between Agents....Pages 1185-1191
Finding Efficient Nonlinear Functions by Means of Genetic Programming....Pages 1192-1198
Keystream Generator Analysis in Terms of Cellular Automata....Pages 1199-1206
Graphic Cryptography with Pseudorandom Bit Generators and Cellular Automata....Pages 1207-1214
Agent-Oriented Public Key Infrastructure for Multi-agent E-service....Pages 1215-1221
SOID: An Ontology for Agent-Aided Intrusion Detection....Pages 1222-1229
Pseudorandom Number Generator – The Self Programmable Cellular Automata....Pages 1230-1235
Exclusion/Inclusion Fuzzy Classification Network....Pages 1236-1241
Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework....Pages 1242-1248
SAMIR: Your 3D Virtual Bookseller....Pages 1249-1257
Detection and Diagnosis of Oscillations in Process Plants....Pages 1258-1264
A Petri-Net Based Reasoning Procedure for Fault Identification in Sequential Operations....Pages 1265-1272
Synthesis of Operating Procedures for Material and Energy Conversions in a Batch Plant....Pages 1273-1280
IDEF0 Activity Model Based Design Rationale Supporting Environment for Lifecycle Safety....Pages 1281-1288
The Optimal Profit Distribution Problem in a Multi-Echelon Supply Chain Network: A Fuzzy Optimization Approach....Pages 1289-1295
An Experimental Study of Model Predictive Control Based on Artificial Neural Networks....Pages 1296-1302
Fault Recognition System of Electrical Components in Scrubber Using Infrared Images....Pages 1303-1310
Nonlinear Process Modeling Based on Just-in-Time Learning and Angle Measure....Pages 1311-1318
Support Vector Machines for Improved Voiceband Classification....Pages 1319-1325
Adaptive Prediction of Mobile Radio Channels Utilizing a Filtered Random Walk Model for the Coefficients....Pages 1326-1333
Amplitude Modulated Sinusoidal Models for Audio Modeling and Coding....Pages 1334-1342
A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources....Pages 1343-1349
Computationally Efficient Doubletalk Detection Using Estimated Loudspeaker Impulse Responses....Pages 1350-1355
Texture Segmentation Using Semi-supervised Support Vector Machine....Pages 1357-1363
A Non-parametric Test for Detecting the Complex-Valued Nature of Time Series....Pages 1364-1371
Domain Ontology Analysis in Agent-Oriented Requirements Engineering....Pages 1372-1379
A Framework for ACL Message Translation for Information Agents....Pages 1380-1386
An Ontology for Modelling Security: The Tropos Approach....Pages 1387-1394
Towards a Pragmatic Use of Ontologies in Multi-agent Platforms....Pages 1395-1402
Ontological Foundations of Natural Language Communication in Multiagent Systems....Pages 1403-1410
Ontology Management for Agent Development....Pages 1411-1418
A Multiagent, Distributed Approach to Service Robotics....Pages 1419-1426
PCA Based Digital Watermarking....Pages 1427-1434
Image Retrieval Based on Independent Components of Color Histograms....Pages 1435-1442
Face Recognition Using Overcomplete Independent Component Analysis....Pages 1443-1448
An ICA-Based Method for Poisson Noise Reduction....Pages 1449-1454
Recursive Approach for Real-Time Blind Source Separation of Acoustic Signals....Pages 1455-1462
Back Matter....Pages -