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, Proceedings

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Springer Science & Business Media, Jun 11, 2003 - Computers - 817 pages

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.

 

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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
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