Arti?cial Intelligence is a ?eld with a long history, which is still very much active and developing today. Developments of new and improved techniques, together with the ever-increasing levels of available computing resources, are fueling an increasing spread of AI applications. These applications, as well as providing the economic rationale for the research, also provide the impetus to further improve the performance of our techniques. This further improvement today is most likely to come from an understanding of the ways our systems work, and therefore of their limitations, rather than from ideas ‘borrowed’ from biology. From this understanding comes improvement; from improvement comes further application; from further application comes the opportunity to further understand the limitations, and so the cycle repeats itself inde?nitely. In this volume are papers on a wide range of topics; some describe appli- tions that are only possible as a result of recent developments, others describe new developments only just being moved into practical application. All the - pers re?ect the way this ?eld continues to drive forward. This conference is the 15th in an unbroken series of annual conferences on Industrial and Engineering Application of Arti?cial Intelligence and Expert Systems organized under the auspices of the International Society of Applied Intelligence.
Author(s): Demetrios Michalopoulos, Chih-Kang Hu (auth.), Tim Hendtlass, Moonis Ali (eds.)
Series: Lecture Notes in Computer Science 2358 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2002
Language: English
Pages: 836
Tags: Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity; Pattern Recognition; Mathematical Logic and Formal Languages; Software Engineering
An Error Back-Propagation Artificial Neural Networks Application in Automatic Car License Plate Recognition....Pages 1-8
Use of Artificial Neural Networks for Buffet Loads Prediction....Pages 9-16
Computational Cost Reduction by Selective Attention for Fast Speaker Adaptation in Multilayer Perceptron....Pages 17-24
A Comparison of Neural Networks with Time Series Models for Forecasting Returns on a Stock Market Index....Pages 25-35
Automatic Detection of Film Orientation with Support Vector Machines....Pages 36-46
A Generic Approach for the Vietnamese Handwritten and Speech Recognition Problems....Pages 47-56
Efficient and Automatic Faces Detection Based on Skin-Tone and Neural Network Model....Pages 57-66
Efficient Image Segmentation Based on Wavelet and Watersheds for Video Objects Extraction....Pages 67-76
FPGA-Based Implementation of Genetic Algorithm for the Traveling Salesman Problem and Its Industrial Application....Pages 77-87
Minimal Addition Chain for Efficient Modular Exponentiation Using Genetic Algorithms....Pages 88-98
An Evolutionary Algorithm for the Synthesis of RAM-Based FSMs....Pages 108-118
Genetic Algorithms for Design of Liquid Retaining Structure....Pages 119-128
Modelling Crew Assistants with Multi-Agent Systems in Fighter Aircraft....Pages 129-135
Learning from Human Decision-Making Behaviors — An Application to RoboCup Software Agents....Pages 136-146
Distributed Deadlock Detection in Mobile Agent Systems....Pages 146-156
An Agent-Based Approach for Production Control Incorporating Environmental and Life-Cycle Issues, together with Sensitivity Analysis....Pages 157-167
Feasibility Restoration for Iterative Meta-heuristics Search Algorithms....Pages 168-178
Optimization of Pulse Pattern for a Multi-robot Sonar System Using Genetic Algorithm....Pages 179-189
The Suitability of Particle Swarm Optimisation for Training Neural Hardware....Pages 190-199
Evolutionary Multi-objective Integer Programming for the Design of Adaptive Cruise Control Systems....Pages 200-210
The Macronet Element: A Substitute for the Conventional Neuron....Pages 211-219
Genetic Algorithm Optimisation of Mathematical Models Using Distributed Computing....Pages 220-231
Genetic Algorithm Optimisation of Part Placement Using a Connection-Based Coding Method....Pages 232-240
A Fast Evolutionary Algorithm for Image Compression in Hardware....Pages 241-252
Automatic Speech Recognition: The New Millennium....Pages 253-263
Applying Machine Learning for Ensemble Branch Predictors....Pages 264-274
A Customizable Configuration Tool for Design of Multi-part Products....Pages 275-283
Phase-to-Phase Wave Parameters Measurement of Distribution Lines Based on BP Networks....Pages 284-292
Learning Capability: Classical RBF Network vs. SVM with Gaussian Kernel....Pages 293-302
Trading off between Misclassification, Recognition and Generalization in Data Mining with Continuous Features....Pages 303-313
Interacting Neural Modules....Pages 314-324
The Application of Visualization and Neural Network Techniques in a Power Transformer Condition Monitoring System....Pages 325-334
Entrepreneurial Intervention in an Electronic Market Place....Pages 335-345
Intelligent Auto-downloading of Images....Pages 346-355
Intelligent Facilitation Agent for Online Web-Based Group Discussion System....Pages 356-362
TWIMC: An Anonymous Recipient E-mail System....Pages 363-372
Mental States of Autonomous Agents in Competitive and Cooperative Settings....Pages 373-382
An Expert System Application for Improving Results in a Handwritten Form Recognition System....Pages 383-393
A Knowledge-Based System for Construction Site Level Facilities Layout....Pages 393-402
A Decision-Support System to Improve Damage Survivability of Submarine....Pages 403-413
On the Verification of an Expert System: Practical Issues....Pages 414-424
DOWNSIZINGX: A Rule-Based System for Downsizing the Corporation’s Computer Systems....Pages 425-434
Credit Apportionment Scheme for Rule-Based Systems: Implementation and Comparative Study....Pages 435-449
An Adaptive Web Cache Access Predictor Using Neural Network....Pages 450-459
A Designated Bid Reverse Auction for Agent-Based Electronic Commerce....Pages 460-469
Design of a Fuzzy Usage Parameter Controller for Diffserv and MPLS....Pages 470-481
A Tool for Extension and Restructuring Natural Language Question Answering Domains....Pages 482-492
Effective Retrieval of Information in Tables on the Internet....Pages 493-501
A Fitness Estimation Strategy for Genetic Algorithms....Pages 502-513
Derivation of L-system Models from Measurements of Biological Branching Structures Using Genetic Algorithms....Pages 514-524
Evolving a Schedule with Batching, Precedence Constraints, and Sequence-Dependent Setup Times: Crossover Needs Building Blocks....Pages 525-535
The Development of the Feature Extraction Algorithms for Thai Handwritten Character Recognition System....Pages 536-546
Route Planning Wizard: Basic Concept and Its Implementation....Pages 547-556
The Design and Implementation of Color Matching System Based on Back Propagation....Pages 557-566
Component-Oriented Programming as an AI-Planning Problem....Pages 567-574
Dynamic CSPs for Interval-Based Temporal Reasoning....Pages 575-585
Efficient Pattern Matching of Time Series Data....Pages 586-595
A Multi-attribute Decision-Making Approach toward Space System Design Automation through a Fuzzy Logic-Based Analytic Hierarchical Process....Pages 596-606
A Case Based System for Oil and Gas Well Design....Pages 607-617
Ant Colony Optimisation Applied to a Dynamically Changing Problem....Pages 618-627
A GIS-Integrated Intelligent System for Optimization of Asset Management for Maintenance of Roads and Bridges....Pages 628-637
A Unified Approach for Spatial Object Modelling and Map Analysis Based on 2 nd Order Many-Sorted Language....Pages 638-648
Training and Application of Artificial Neural Networks with Incomplete Data....Pages 649-659
Message Analysis for the Recommendation of Contact Persons within Defined Subject Fields....Pages 660-669
An Intelligent Knowledge Processing System on Hydrodynamics and Water Quality Modeling....Pages 670-679
Uncertainty Management and Informational Relevance....Pages 680-691
Potential Governing Relationship and a Korean Grammar Checker Using Partial Parsing....Pages 692-702
On-Line Handwriting Character Recognition Using Stroke Information....Pages 703-714
Face Detection by Integrating Multiresolution-Based Watersheds and a Skin-Color Model....Pages 715-724
Social Interaction of Humanoid Robot Based on Audio-Visual Tracking....Pages 725-735
Hybrid Confidence Measure for Domain-Specific Keyword Spotting....Pages 736-745
Model-Based Debugging or How to Diagnose Programs Automatically....Pages 746-757
On a Model-Based Design Verification for Combinatorial Boolean Networks....Pages 758-768
Optimal Adaptive Pattern Matching....Pages 768-779
Analysis of Affective Characteristics and Evaluation of Harmonious Feeling of Image Based on 1/f Fluctuation Theory....Pages 780-789
Collective Intelligence and Priority Routing in Networks....Pages 790-800
An Agent-Based Approach to Monitoring and Control of District Heating Systems....Pages 801-811
Using Machine Learning to Understand Operator’s Skill....Pages 812-823
Reactive Load Control of Parallel Transformer Operations Using Neural Networks....Pages 824-830
