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“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. |
Contents
Neural Networks | 1 |
Table of Contents | 2 |
Knowledge Discovery Using Neural K Kaikhah S Doddameti Networks | 20 |
Digital Signal Processing in Predicting Secondary Structures of Proteins D Mitra M Smith | 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 |
A Systematic Search Strategy for Product Configuration | 718 |
Facilitating Elearning with a MARC | 739 |
Determination of Learning Scenarios in Intelligent WebBased | 759 |
Dynamic User Profiles Based on Boolean Formulas | 779 |
A Location Information System Based on RealTime Probabilistic | 797 |
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 |
Cell Modeling Using AgentBased Formalisms | 128 |
General Applications | 144 |
Incremental Maintenance of AllNearest Neighbors Based on Road Network | 165 |
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 K Nakamura A Fusaoka 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 K Komatani R Ito T Kawahara H G Okuno | 413 |
Development of an Android Robot for Studying HumanRobot Interaction T Minato M Shimada H Ishiguro S Itakura | 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 C A Policastro A C P L F Carvalho A C B Delbem | 492 |
Table of Contents | 503 |
Heuristic Search | 523 |
Systematic versus Non Systematic Methods for Solving | 543 |
Evolutionary Computing | 562 |
Genetic Algorithm Based Parameter Tuning of Adaptive LQRRepetitive | 583 |
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 A Jatowt K K Bun M Ishizuka Collections | 653 |
Control System Design for InternetEnabled Arm Robots | 663 |
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 |
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 J Ren Y Shen S Ma L Guo Classification | 924 |
Table of Contents | 935 |
Monte Carlo Approach for Switching StateSpace C Popescu Y S Wong Models | 945 |
Elearning | 955 |
XMLBased Learning Scenario Representation and Presentation | 967 |
Building Ontologies for Interoperability among Learning Objects | 977 |
Autonomous Agents | 987 |
Multiple Reinforcement Learning Agents in a Static Environment | 997 |
A Modular Architecture for a Multipurpose Mobile Robot | 1007 |
An AgentBased Eengineering Services Framework for Engineering Design | 1016 |
Neural Networks | 1023 |
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 |
River Stage Forecasting with Particle Swarm Optimization | 1166 |
Convergence Analysis of a Neural Network Based on Generalised | 1174 |
Image Processing | 1184 |
A New EdgeGrouping Algorithm for Multiple Complex Objects Localization | 1194 |
Processing and Analysis of Ground Penetrating Radar Landmine Detection | 1204 |
Evolutionary Computing | 1210 |
An Application of Adaptive Genetic Algorithm | 1220 |
Assimilation Exchange Based Software Integration | 1229 |
Data Mining | 1239 |
Semantic Analysis for Data Preparation of Web Usage Mining | 1249 |
Prediction of Preferences through Optimizing Users | 1259 |
Author Index | 1269 |
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Innovations in Applied Artificial Intelligence: 17th International ... Bob Orchard,Chunsheng Yang No preview available - 2004 |
Common terms and phrases
accuracy action adaptation agent amino acid analysis application approach Artificial Intelligence Artificial Neural Networks association rules average behavior Berlin Heidelberg 2004 cell classification clustering components Computer constraints data cube data mining data set database decision tree defined detection domain dynamic environment error estimated evaluation example experiments extraction filter function fuzzy sets genes Genetic Algorithms hidden layer hunter identified IEA/AIE IEEE implemented interaction interface Internet iteration knowledge discovery LNAI Machine Learning machineset measure method modular modules multiagent mutual information neural network neurons node OIDM operation optimal output paper parameters patterns performance prediction problem proposed protein random represent representation robot scheduling secondary structure selected sequence simulation solution Springer-Verlag Berlin Heidelberg Support Vector Machines Table task techniques tool TSWNN tuple space update variables virtual terms VTG schemes