Innovations in Applied Artificial Intelligence: 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. Proceedings

Front Matter....Pages -
A Comparison of Neural Network Input Vector Selection Techniques....Pages 1-10
Application of Direction Basis Function Neural Network to Adaptive Identification and Control....Pages 11-19
Knowledge Discovery Using Neural Networks....Pages 20-28
Knowledge Discovery in Hepatitis C Virus Transgenic Mice....Pages 29-39
Digital Signal Processing in Predicting Secondary Structures of Proteins....Pages 40-49
Predicting Protein-Protein Interactions from One Feature Using SVM....Pages 50-55
Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning....Pages 56-65
OIDM: Online Interactive Data Mining....Pages 66-76
A Novel Manufacturing Defect Detection Method Using Data Mining Approach....Pages 77-86
Neural Representation of a Solar Collector with Statistical Optimization of the Training Set....Pages 87-96
An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network....Pages 97-106
The Effect of Deterministic and Stochastic VTG Schemes on the Application of Backpropagation to Multivariate Time Series Prediction....Pages 107-117
Gene Discovery in Leukemia Revisited: A Computational Intelligence Perspective....Pages 118-127
Cell Modeling Using Agent-Based Formalisms....Pages 128-137
Computational Identification of RNA Motifs in Genome Sequences....Pages 138-143
An Extensible Framework for Knowledge-Based Multimedia Adaptation....Pages 144-153
Methods for Reducing the Number of Representatives in Representation Choice Tasks....Pages 154-163
Incremental Maintenance of All-Nearest Neighbors Based on Road Network....Pages 164-169
Knowledge Intensive Interpretation of Signal Data....Pages 170-175
Coalition Formation among Agents in Complex Problems Based on a Combinatorial Auction Perspective....Pages 176-187
Multi-agent Based Home Network Management System with Extended Real-Time Tuple Space....Pages 188-198
Modelling Multi-aspect Negotiations in Multiagent Systems Using Petri Nets....Pages 199-208
Multi-agent Development Toolkits: An Evaluation....Pages 209-218
An Artificial Immune System for Fault Detection....Pages 219-228
Heuristic Approach Based on Lambda-Interchange for VRTPR-Tree on Specific Vehicle Routing Problem with Time Windows....Pages 229-238
Stochastic Learning Automata-Based Dynamic Algorithms for the Single Source Shortest Path Problem....Pages 239-248
Multi-agent Based Integration Scheduling System under Supply Chain Management Environment....Pages 249-263
A Representation of Temporal Aspects in Knowledge Based Systems Modelling: A Monitoring Example....Pages 264-273
On Description and Reasoning About Hybrid Systems....Pages 274-283
A Hybrid Approach to Automatic Word-spacing in Korean....Pages 284-294
Natural Language Requirements Analysis and Class Model Generation Using UCDA....Pages 295-304
Using Cognitive Modelling Simulations for User Interface Design Decisions....Pages 305-314
An Intelligent Interface for Customer Behaviour Analysis from Interaction Activities in Electronic Commerce....Pages 315-324
Integration of an Interactive Multimedia Datacasting System....Pages 325-334
The Exploration and Application of Knowledge Structures in the Development of Expert System: A Case Study on a Motorcycle System....Pages 335-340
Binary Decision Tree Using K-means and Genetic Algorithm for Recognizing Defect Patterns of Cold Mill Strip....Pages 341-350
Evolutionary RSA-Based Cryptographic Hardware Using the Co-Design Methodology....Pages 351-360
GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms....Pages 361-371
Handwritten Numeral Recognition Based on Simplified Feature Extraction, Structural Classification and Fuzzy Memberships....Pages 372-381
Using Chaos Theory for the Genetic Learning of Fuzzy Controllers....Pages 382-391
A Chromatic Image Understanding System for Lung Cancer Cell Identification Based on Fuzzy Knowledge....Pages 392-401
Reading Human Relationships from Their Interaction with an Interactive Humanoid Robot....Pages 402-412
Recognition of Emotional States in Spoken Dialogue with a Robot....Pages 413-423
Development of an Android Robot for Studying Human-Robot Interaction....Pages 424-434
Open-End Human Robot Interaction from the Dynamical Systems Perspective: Mutual Adaptation and Incremental Learning....Pages 435-444
Stereo Camera Handoff....Pages 445-452
Word Separation in Handwritten Legal Amounts on Bank Cheques Based on Spatial Gap Distances....Pages 453-462
Shape Recognition of the Embryo Cell Using Deformable Template for Micromanipulation....Pages 463-472
Improved Edge Enhanced Error Diffusion Based on First-Order Gradient Shaping Filter....Pages 473-482
Capitalizing Software Development Skills Using CBR: The CIAO-SI System....Pages 483-491
A Hybrid Case Based Reasoning Approach for Monitoring Water Quality....Pages 492-501
Constructive Meta-learning with Machine Learning Method Repositories....Pages 502-511
An Algorithm for Incremental Mode Induction....Pages 512-522
TSP Optimisation Using Multi Tour Ants....Pages 523-532
Neighborhood Selection by Probabilistic Filtering for Load Balancing in Production Scheduling....Pages 533-542
Systematic versus Non-systematic Methods for Solving Incremental Satisfiability....Pages 543-551
Improved GRASP with Tabu Search for Vehicle Routing with Both Time Window and Limited Number of Vehicles....Pages 552-561
Robust Engineering Design with Genetic Algorithms....Pages 562-572
Evolutionary Computation Using Island Populations in Time....Pages 573-582
Genetic Algorithm Based Parameter Tuning of Adaptive LQR-Repetitive Controllers with Application to Uninterruptible Power Supply Systems....Pages 583-593
A Comparison of Two Circuit Representations for Evolutionary Digital Circuit Design....Pages 594-604
Motif-Oriented Representation of Sequences for a Host-Based Intrusion Detection System....Pages 605-615
Computational Intelligent Techniques for Detecting Denial of Service Attacks....Pages 616-624
Writer Identification Forensic System Based on Support Vector Machines with Connected Components....Pages 625-632
Modeling Intrusion Detection Systems Using Linear Genetic Programming Approach....Pages 633-642
Data Mining in Evaluation of Internet Path Performance....Pages 643-652
Change Summarization in Web Collections....Pages 653-662
Control System Design for Internet-Enabled Arm Robots....Pages 663-672
Source Estimating Anycast for High Quality of Service of Multimedia Traffic....Pages 673-678
Scheduling Meetings with Distributed Local Consistency Reinforcement....Pages 679-688
Potential Causality in Mixed Initiative Planning....Pages 689-698
Reactive Planning Simulation in Dynamic Environments with VirtualRobot....Pages 699-707
New Distributed Filtering-Consistency Approach to General Networks....Pages 708-717
A Systematic Search Strategy for Product Configuration....Pages 718-727
A Bayesian Framework for Groundwater Quality Assessment....Pages 728-738
Facilitating E-learning with a MARC to IEEE LOM Metadata Crosswalk Application....Pages 739-748
An Agent-Based Framework for Adaptive M-learning....Pages 749-758
Determination of Learning Scenarios in Intelligent Web-Based Learning Environment....Pages 759-768
An Intelligent GIS-Based Spatial Zoning System with Multiobjective Hybrid Metaheuristic Method....Pages 769-778
Dynamic User Profiles Based on Boolean Formulas....Pages 779-787
Application of Intelligent Information Retrieval Techniques to a Television Similar Program Guide....Pages 788-796
A Location Information System Based on Real-Time Probabilistic Position Inference....Pages 797-806
Expertise in a Hybrid Diagnostic-Recommendation System for SMEs: A Successful Real-Life Application....Pages 807-816
How to Speed Up Reasoning in a System with Uncertainty?....Pages 817-826
Efficient BDD Encodings for Partial Order Constraints with Application to Expert Systems in Software Verification....Pages 827-837
Abductive Validation of a Power-Grid Expert System Diagnoser....Pages 838-847
Integrating Web Services and Agent Technology for E-learning Course Content Maintenance....Pages 848-856
Chemical Reaction Metaphor in Distributed Learning Environments....Pages 857-866
An E-learning Support System Based on Qualitative Simulations for Assisting Consumers’ Decision Making....Pages 867-875
Methodology for Graphic Redesign Applied to Textile and Tile Pattern Design....Pages 876-885
Knowledge Representation on Design of Storm Drainage System....Pages 886-894
Test Case Sequences in System Testing: Selection of Test Cases for a Chain (Sequence) of Function Clusters....Pages 895-904
Supporting Constraint-Aided Conceptual Design from First Principles in Autodesk Inventor....Pages 905-914
Incremental Induction of Classification Rules for Cultural Heritage Documents....Pages 915-923
Applying Multi-class SVMs into Scene Image Classification....Pages 924-934
Machine Learning Approaches for Inducing Student Models....Pages 935-944
Monte Carlo Approach for Switching State-Space Models....Pages 945-954
Epistemological Remediation in Intelligent Tutoring Systems....Pages 955-966
XML-Based Learning Scenario Representation and Presentation in the Adaptive E-learning Environment....Pages 967-976
Building Ontologies for Interoperability among Learning Objects and Learners....Pages 977-986
Comparison of Different Coordination Strategies for the RoboCupRescue Simulation....Pages 987-996
Multiple Reinforcement Learning Agents in a Static Environment....Pages 997-1006
A Modular Architecture for a Multi-purpose Mobile Robot....Pages 1007-1015
An Agent-Based E-engineering Services Framework for Engineering Design and Optimization....Pages 1016-1022
Robust and Adaptive Tuning of Power System Stabilizers Using Artificial Neural Networks....Pages 1023-1032
Modified Bifurcating Neuron with Leaky-Integrate-and-Fire Model....Pages 1033-1042
An Application of Elman’s Recurrent Neural Networks to Harmonic Detection....Pages 1043-1052
Design of an Adaptive Artificial Neural Network for Online Voltage Stability Assessment....Pages 1053-1061
Mining Multivariate Associations within GIS Environments....Pages 1062-1071
Comparison between Objective Interestingness Measures and Real Human Interest in Medical Data Mining....Pages 1072-1081
Boosting with Data Generation: Improving the Classification of Hard to Learn Examples....Pages 1082-1091
Data Mining Approach for Analyzing Call Center Performance....Pages 1092-1101
The Cognitive Controller: A Hybrid, Deliberative/Reactive Control Architecture for Autonomous Robots....Pages 1102-1111
Intelligent Systems Integration for Data Acquisition and Modeling of Coastal Ecosystems....Pages 1112-1122
Extracting Patterns in Music for Composition via Markov Chains....Pages 1123-1132
Analyzing the Performance of Genetically Designed Short-Term Traffic Prediction Models Based on Road Types and Functional Classes....Pages 1133-1145
Nonstationary Time Series Prediction Using Local Models Based on Competitive Neural Networks....Pages 1146-1155
Predictive Modeling and Planning of Robot Trajectories Using the Self-Organizing Map....Pages 1156-1165
River Stage Forecasting with Particle Swarm Optimization....Pages 1166-1173
Convergence Analysis of a Neural Network Based on Generalised Compound Gradient Vector....Pages 1174-1183
Locating Oil Spill in SAR Images Using Wavelets and Region Growing....Pages 1184-1193
A New Edge-Grouping Algorithm for Multiple Complex Objects Localization....Pages 1194-1203
Processing and Analysis of Ground Penetrating Radar Landmine Detection....Pages 1204-1209
Tuning of Power System Stabilizers via Genetic Algorithm for Stabilization of Power Systems....Pages 1210-1219
An Application of Adaptive Genetic Algorithm in Financial Knapsack Problem....Pages 1220-1228
Assimilation Exchange Based Software Integration....Pages 1229-1238
Iterative Semi-supervised Learning: Helping the User to Find the Right Records....Pages 1239-1248
Semantic Analysis for Data Preparation of Web Usage Mining....Pages 1249-1258
Prediction of Preferences through Optimizing Users and Reducing Dimension in Collaborative Filtering System....Pages 1259-1268
Back Matter....Pages -