Developments in Applied Artificial Intelligence: 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2003, Laughborough, UK, June 23-26, 2003, ProceedingsPaul Chung, Chris Hinde, Ali Moonis
This book constitutes the refereed proceedings of the 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2003, held in Loughborough, UK in June 2003. The 81 revised full papers presented were carefully reviewed and selected from more than 140 submissions. Among the topics addressed are soft computing, fuzzy logic, diagnosis, knowledge representation, knowledge management, automated reasoning, machine learning, planning and scheduling, evolutionary computation, computer vision, agent systems, algorithmic learning, tutoring systems, financial analysis, etc. |
Contents
Intelligent Operational Management and the Concept of Integration | 1 |
OntologyBased Knowledge Fusion Framework Using Graph Partitioning | 11 |
Deductive and Inductive Reasoning for Processing the Claims of Unsatisfied Customers | 21 |
Preserving Diversity in Particle Swarm Optimisation | 31 |
A Genetic Algorithm for 15 Dimensional Assortment Problems with Multiple Objectives | 41 |
How to Create Priorities in Genetics | 52 |
Mapping Virtual Objects into Real Scene | 62 |
Color Image Segmentation in Color and Spatial Domain | 72 |
A Policy Based Framework for Software Agents | 426 |
Intelligent Support for Solving Classification Differences in Statistical Information Integration | 437 |
Supporting Collaborative Product Design in an Agent Based Environment | 447 |
Fast Feature Selection by Means of Projections | 461 |
Hybrid LeastSquares Methods for Reinforcement Learning | 471 |
HMMANN System for Vietnamese Continuous Digit Recognition | 481 |
UMAS Learning Requirement for Controlling Network Resources | 487 |
Dialogue Management in an Automatic Meteorological Information System | 495 |
Multiple Signal Fault Detection Using Fuzzy Logic | 83 |
Clustering OnLine Dynamically Constructed Handwritten Music Notation with the Selforganising Feature Map | 93 |
Cellular Automata Cryptography Using Reconfigurable Computing | 104 |
PitchDependent Musical Instrument Identification and Its Application to Musical Sound Ontology | 112 |
Automated Case Base Creation and Management | 123 |
The Study on Algorithm AE11 of Learning from Examples | 134 |
Applying Semantic Links for Classifying Web Pages | 148 |
Learning Joint Coordinated Plans in Multiagent Systems | 154 |
Extracting Causal Nets from Databases | 166 |
Extraction of Meaningful Tables from the Internet Using Decision Trees | 176 |
Theory and Algorithm for Rule Base Refinement | 187 |
Developing ConstraintBased Applications with Spreadsheets | 197 |
A Knowledge Model That Allows Tracking the System during the Diagnosis Process | 208 |
A Rigorous Approach to Knowledge Base Maintenance | 219 |
Evaluation of Intelligent Systems for the Utilisation of HAZOP Analysis Results | 229 |
StateBased Modelling in Hazard Identification | 244 |
Deriving Consensus for Conflict Data in WebBased Systems | 254 |
Knowledge Based Support for the Authoring and Checking of Operating Procedures | 264 |
A Concept of Modeling PVC Batch Plant in Object Oriented Approach for Safety Analysis | 271 |
Automatic Visual Inspection of Wooden Pallets | 277 |
Feature Extraction for Classification of Caenorhabditis Elegans Behavioural Phenotypes | 287 |
Measurement System of Traffic Flow Using RealTime Processing of Moving Pictures | 296 |
Infrared Sensor Data Correction for Local Area Map Construction by a Mobile Robot | 306 |
An Improved Compound Gradient Vector Based Neural Network OnLine Training Algorithm | 316 |
Document Clustering Based on Vector Quantization and GrowingCell Structure | 326 |
Using a Modified CounterPropagation Algorithm to Classify Conjoint Data | 337 |
Hybrid Neural Networks Logit Models and Discriminant Analysis | 348 |
An OntologyBased Information Retrieval System | 359 |
A Bidders Cooperation Support System for AgentBased Electronic Commerce | 369 |
A KnowledgeBased System to Communicate Gas Turbine TimeSeries Data | 379 |
A New Approach | 385 |
Developing a Goodness Criteria for Tide Predictions Based on Fuzzy Preference Ranking | 391 |
Debugging VHDL Designs Using Temporal Process Instances | 402 |
Efficient Pattern Matching for Nonstrongly Sequential Term Rewriting Systems | 416 |
AgentBased Implementation on Intelligent Instruments | 505 |
Granules and Reasoning Based on Granular Computing | 516 |
A Comparison of the Effectiveness of Neural and Wavelet Networks for Insurer Credit Rating Based on Publicly Available Financial Data | 527 |
A New System Based on the Use of Neural Networks and Database for Monitoring Coal Combustion Efficiency | 537 |
Application of Artificial Neural Network for Identification of Parameters of a Constitutive Law for Soils | 545 |
Visualising the Internal Components of Networks | 555 |
Bayesian Web Document Classification through Optimizing Association Word | 565 |
The Use of a Supervised kMeans Algorithm on RealValued Data with Applications in Health | 575 |
A ModelBased Approach for Fault Management with Causal Directed Graphs | 582 |
Efficient Initial Solution to Extremal Optimization Algorithm for Weighted MAXSAT Problem | 592 |
Adaptive Resource Location in a PeertoPeer Network | 604 |
Computing Lower Bound for MAXCSP Problems | 614 |
Efficient Preprocessing for Large WindowBased Modular Exponentiation Using Genetic Algorithms | 625 |
Improving Genetic Algorithms Efficiency Using Intelligent Fitness Functions | 636 |
Clustering Hoax Fire Calls Clustering Hoax Fire Calls | 644 |
Packet Transmission Optimisation Using Genetic Algorithms | 653 |
Design and Implementation of Personality of Humanoids in Human Humanoid Nonverbal Interaction | 662 |
A Case Study in Classifying Borrowers | 674 |
Proposition of the Quality Measure for the Probabilistic Decision Support System | 686 |
Using Local Information to Guide Ant Based Search | 692 |
The Generalised Method for Solving Problems of the DEDS Control Synthesis | 702 |
Nurse Rostering Using Constraint Programming and Metalevel Reasoning | 712 |
An Application of Genetic Algorithm to Hierarchical Configuration of ATM Internetworking Domain with a Special Constraint for Scalable Broadcas... | 722 |
Faster Speaker Enrollment for Speaker Verification Systems Based on MLPs by Using Discriminative Cohort Speakers Method | 734 |
Improving the Multistack Decoding Algorithm in a SegmentBased Speech Recognizer | 744 |
A Parallel Approach to RowBased VLSI Layout Using Stochastic HillClimbing | 750 |
An Optimal Coalition Formation among Buyer Agents Based on a Genetic Algorithm | 759 |
Application of Cepstrum Algorithms for Speech Recognition | 768 |
Maintaining Global Consistency of Temporal Constraints in a Dynamic Environment | 779 |
Towards a Practical Argumentative Reasoning with Qualitative Spatial Databases | 789 |
The Object Event Calculus and Temporal Geographic Information Systems | 799 |
Author Index | 814 |
Other editions - View all
Developments in Applied Artificial Intelligence: 16th International ... Paul Chung,Chris Hinde,Ali Moonis No preview available - 2003 |
Common terms and phrases
AdaBoost agent analysis application approach Artificial Intelligence Berlin Heidelberg 2003 buyers C.J. Hinde cepstrum clustering component Computer constraint programming constraints cutting stock problem data set database defined described detection developed diagnosis document domain dynamic error evaluation event Event Calculus example experiments Expert Systems extension matrix extracted fault fitness function fuzzy Genetic Algorithms Gnutella graph HAZOP heuristic IEA/AIE IEEE implementation input iterations knowledge base learning LNAI logic Machine Learning method module neural network neurons nodes objects obtained ontology operation optimal output P.W.H. Chung paper parameters partition pattern performance Petri net points prediction problem programming proposed protocols Q-learning recognition relationship Research robot rule base sample segment fault segmentation selected semantic sensors signal simulation solution speaker verification Springer-Verlag Berlin Heidelberg statistical step structure Table techniques temporal variables vector VHDL wavelet weight