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

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Bob Orchard, Chunsheng Yang, Ali Moonis
Springer, Apr 22, 2004 - Computers - 1278 pages
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“Intelligent systems must perform in order to be in demand. ” Intelligent systems technology is being applied steadily in solving many day-to-day problems. Each year the list of real-world deployed applications that inconspicuously host the results of research in the area grows considerably. These applications are having a significant impact in industrial operations, in financial circles, in transportation, in education, in medicine, in consumer products, in games and elsewhere. A set of selected papers presented at the seventeenth in the series of conferences on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2004), sponsored by the International Society of Applied Intelligence, is offered in this manuscript. These papers highlight novel applications of the technology and show how new research could lead to new and innovative applications. We hope that you find these papers to be educational, useful in your own research, and stimulating. In addition, we have introduced some special sessions to emphasize a few areas of artificial intelligence (AI) that are either relatively new, have received considerable attention recently or perhaps have not yet been represented well. To this end, we have included special sessions on e-learning, bioinformatics, and human-robot interaction (HRI) to complement the usual offerings in areas such as data mining, machine learning, intelligent systems, neural networks, genetic algorithms, autonomous agents, natural language processing, intelligent user interfaces, evolutionary computing, fuzzy logic, computer vision and image processing, reasoning, heuristic search, security, Internet applications, constraint satisfaction problems, design, and expert systems.
 

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Contents

Neural Networks
1
Table of Contents
2
Knowledge Discovery Using Neural Networks
20
Digital Signal Processing in Predicting Secondary Structures of Proteins
40
Data Mining
56
A Novel Manufacturing Defect Detection Method Using Data
77
Neural Representation of a Solar Collector with Statistical Optimization
87
The Effect of Deterministic and Stochastic VTG Schemes on the Application
107
Source Estimating Anycast for High Quality of Service of Multimedia Traffic
673
Planning and Scheduling
679
Potential Causality in Mixed Initiative Planning
689
Reactive Planning Simulation in Dynamic Environments with VirtualRobot
699
Constraint Satisfaction
708
A Systematic Search Strategy for Product Configuration
718
Table of Contents
728
Elearning
739

Cell Modeling Using AgentBased Formalisms
128
General Applications
144
Incremental Maintenance of AllNearest Neighbors Based on Road Network
164
Coalition Formation among Agents in Complex Problems
176
Multiagent Based Home Network Management System
188
Modelling Multiaspect Negotiations in Multiagent Systems
199
An Evaluation
209
Intelligent Systems
219
Heuristic Approach Based on LambdaInterchange for VRTPRTree
229
Stochastic Learning AutomataBased Dynamic Algorithms
239
Multiagent Based Integration Scheduling System
249
Knowledge Processing and Natural Language Processing
264
On Description and Reasoning about Hybrid Systems
274
A Hybrid Approach to Automatic WordSpacing in Korean
284
Table of Contents
295
An Intelligent Interface for Customer Behaviour Analysis
315
The Exploration and Application of Knowledge Structures in
335
Evolutionary RSABased Cryptographic Hardware
351
Fuzzy Logic
372
A Chromatic Image Understanding System for Lung Cancer Cell Identification
392
Human Robot Interaction
402
Recognition of Emotional States in Spoken Dialogue with a Robot
413
Development of an Android Robot for Studying HumanRobot Interaction
424
Computer Vision and Image Processing
445
Word Separation in Handwritten Legal Amounts on Bank Cheques
453
Shape Recognition of the Embryo Cell Using Deformable Template
463
Improved Edge Enhanced Error Diffusion Based
473
Machine Learning and Case Based Reasoning
483
A Hybrid Case Based Reasoning Approach for Monitoring Water Quality
492
Table of Contents
502
An Algorithm for Incremental Mode Induction
512
Heuristic Search
523
Neighborhood Selection by Probabilistic Filtering for Load Balancing
533
Systematic versus Non Systematic Methods for Solving
543
Improved GRASP with Tabu Search for Vehicle Routing
552
Evolutionary Computing
562
Evolutionary Computation Using Island Populations in Time
573
Genetic Algorithm Based Parameter Tuning of Adaptive LQRRepetitive
583
A Comparison of Two Circuit Representations
594
Security
605
Computational Intelligent Techniques for Detecting Denial of Service Attacks
616
Writer Identification Forensic System Based on Support Vector Machines
625
Modeling Intrusion Detection Systems
633
Internet Applications
643
Change Summarization in Web Collections
653
Control System Design for InternetEnabled Arm Robots
663
An AgentBased Framework for Adaptive Mlearning
749
Determination of Learning Scenarios in Intelligent WebBased
759
Intelligent Systems
769
Dynamic User Profiles Based on Boolean Formulas
779
Application of Intelligent Information Retrieval Techniques to a Television
788
A Location Information System Based on RealTime Probabilistic
797
Expert Systems
807
How to Speed Up Reasoning in a System with Uncertainty?
817
Efficient BDD Encodings for Partial Order Constraints with Application
827
Abductive Validation of a PowerGrid Expert System Diagnoser
838
Elearning
848
Chemical Reaction Metaphor in Distributed Learning Environments
857
An Elearning Support System Based on Qualitative Simulations
867
Applications to Design
876
Knowledge Representation on Design of Storm Drainage System
886
Selection of Test Cases
895
Supporting ConstraintAided Conceptual Design from First Principles
905
Machine Learning
915
Applying Multiclass SVMs into Scene Image Classification
924
Table of Contents
935
Elearning
955
Building Ontologies for Interoperability among Learning Objects
977
Multiple Reinforcement Learning Agents in a Static Environment
997
An AgentBased Eengineering Services Framework for Engineering Design
1016
Modified Bifurcating Neuron with LeakyIntegrateandFire Model
1033
An Application of Elmans Recurrent Neural Networks to Harmonic Detection
1043
Design of an Adaptive Artificial Neural Network
1053
Data Mining
1062
Comparison between Objective Interestingness Measures
1072
Improving the Classification
1082
Data Mining Approach for Analyzing Call Center Performance
1092
Intelligent Systems
1102
Intelligent Systems Integration for Data Acquisition and Modeling
1112
Extracting Patterns in Music for Composition via Markov Chains
1123
Analyzing the Performance of Genetically Designed ShortTerm
1133
Neural Networks
1146
Table of Contents
1156
Convergence Analysis of a Neural Network Based on Generalised
1174
A New EdgeGrouping Algorithm for Multiple Complex Objects Localization
1194
Evolutionary Computing
1210
Assimilation Exchange Based Software Integration
1229
Semantic Analysis for Data Preparation of Web Usage Mining
1249
Prediction of Preferences through Optimizing Users
1259
Author Index
1269
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