Intelligent Problem Solving. Methodologies and Approaches: 13th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2000 New Orleans, Louisiana, USA, June 19-22, 2000 Proceedings

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Rasiah Logananthara, GŁnther Palm, Moonis Ali
Springer Science & Business Media, Jun 7, 2000 - Computers - 754 pages
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The focus of the papers presented in these proceedings is on employing various methodologies and approaches for solving real-life problems. Although the mechanisms that the human brain employs to solve problems are not yet completely known, we do have good insight into the functional processing performed by the human mind. On the basis of the understanding of these natural processes, scientists in the field of applied intelligence have developed multiple types of artificial processes, and have employed them successfully in solving real-life problems. The types of approaches used to solve problems are dependant on both the nature of the problem and the expected outcome. While knowledge-based systems are useful for solving problems in well-understood domains with relatively stable environments, the approach may fail when the domain knowledge is either not very well understood or changing rapidly. The techniques of data discovery through data mining will help to alleviate some problems faced by knowledge-based approaches to solving problems in such domains. Research and development in the area of artificial intelligence are influenced by opportunity, needs, and the availability of resources. The rapid advancement of Internet technology and the trend of increasing bandwidths provide an opportunity and a need for intelligent information processing, thus creating an excellent opportunity for agent-based computations and learning. Over 40% of the papers appearing in the conference proceedings focus on the area of machine learning and intelligent agents - clear evidence of growing interest in this area.
 

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Contents

Multisensor Data Fusion
1
Implementing Multiparty Agent Conversations
4
Agreement and Coalition Formation in MultiagentBased Virtual Marketplaces
14
A Framework for the Development of Cooperative Configuration Agents
24
JavaBased Distributed Intelligent Agent Architecture for Building SafetyCritical TeleInspection Systems on the Internet
34
The Use of AI Methods for Evaluating Condition Dependent Dynamic Models of Vehicle Brake Squeal
46
Towards an Estimation Aid for Nuclear Power Plant Refuelling Operations
56
Drilling Performance Prediction Using General Regression Neural Networks
67
Learning and Diagnosis in Manufacturing Processes through an Executable Bayesian Network
390
Solving Large Configuration Problems Efficiently by Clustering the ConBaCon Model
396
A Collaborative KnowledgeBased Project Management Tool
406
Building Logistics Networks Using ModelBased Reasoning Techniques
414
A Supporting System for Colored Knitting Design
420
A Case Study
426
Metaclassifiers and Selective Superiority
434
The Formal Specification and Implementation of a Modest First Order Temporal Logic
443

Identifying Significant Parameters for HallHeroult Process Using General Regression Neural Networks
73
Mapping ObjectOriented Systems to Distributed Systems Using Data Mining Techniques
79
Scaling the Data Mining Step in Knowledge Discovery Using Oceanographic Data
85
Information Management and Process Improvement Using Data Mining Techniques
93
A Comparative Analysis of Search Methods as Applied to Shearographic Fringe Modelling
99
Vision Guided Bin Picking and Mounting in a Flexible Assembly Cell
109
A Brokering Algorithm for Cost QoSBased Winner Determination in Combinatorial Auctions
118
An Overview of a Synergetic Combination of Local Search with Evolutionary Learning to Solve Optimization Problems
129
Maintenance of KBSs by Domain Experts The Holy Grail in Practice
139
A SimulationBased Procedure for Expert System Evaluation
149
A Web Based Decision Support System for the Nuclear Industry
160
Expert Systems and Mathematical Optimization Approaches on Physical Layout Optimization Problems
168
Locating Bugs in Java Programs First Results of the Java Diagnosis Experiments Project
174
Application of a RealTime Expert System for Fault Diagnosis
184
Operative Diagnosis Algorithms for SingleFault in GraphBased Systems
192
On a ModelBased Diagnosis for Synchronous Boolean Network
198
Dermatological Diagnosis through the Internet
204
Aerial Spray Deposition Management Using the Genetic Algorithm
210
Dynamic Data Mining
220
KnowledgeIntensive Gathering and Integration of Statistical Information on European Fisheries
230
Using a Semantic Model and XML for Document Annotation
236
Understanding Support of Group in Web Collaborative Learning Based on Divergence among Different Answering Processes
242
Fuzzy Modeling Approach for Integrated Assessments Using Cultural Theory
250
Fuzzy KnowledgeBased System for Performing Conflation in Geographical Information Systems
260
Modeling of and Reasoning with Recurrent Events with Imprecise Durations
272
Linguistic Approximation and Semantic Adjustment in the Modeling Process
284
A Fuzzy Inference Algorithm for Lithology Analysis in Formation Evaluation1
290
Approximating the 01 Multiple Knapsack Problem with Agent Decomposition and Market Negotiation
296
Design and Development of Autonomous Intelligence Smart Sensors
306
An Intelligent Agent to Assist Geologist Finding Petroleum in Offshore Lands
316
Organizing Information Using Multiple Agents
322
Inventiveness as Belief Revision and a Heuristic Rule of Inventive Design
328
A Decision Support Tool for the Conceptual Design of Deoiling Systems
334
Decision Support for Resource Management in a Global Production Network
345
Intelligent Infrastructure That Support Systems Changes
351
Using Description Logics for CaseBased Reasoning in Hybrid Diagnosis
357
Printer Troubleshooting Using Bayesian Networks
367
Using XML and Other Techniques to Enhance Supportability of Diagnostic Expert Systems
380
Determining Effective Military Decisive Points through KnowledgeRich CaseBased Reasoning
453
A ConstraintBased Approach to Simulate Faults in Telecommunication Networks
463
A Least Common Subsumer Operation for an Expressive Description Logic
474
Blob Analysis Using Watershed Transformation
482
A Novel Fusion of Holistic and Analytical Paradigms for the Recognition of Handwritten Address Fields
492
Pawian A Parallel Image Recognition System
502
An Automatic Configuration System for Handwriting Recognition Problems
512
Detection of Circular Object with a High Speed Algorithm
522
Neural Network Based Compensation of Micromachined Accelerometers for Static and Low Frequency Applications
534
Improving Peanut Maturity Prediction Using a Hybrid Artificial Neural Network and Fuzzy Inference System
543
CIM The Hybrid SymbolicConnectionist RuleBased Inference System
549
A Neural Network Document Classifier with Linguistic Feature Selection
555
Color Pattern Recognition on the Random Neural Network Model
561
Integrating Neural Network and Symbolic Inference for Predictions in Food Extrusion Process
567
Automatic Priority Assignment to Email Messages Based on Information Extraction and Users Action History
573
Information Extraction for Validation of Software Documentation
583
Object Orientation in Natural Language Processing
591
A Study of Order Based Genetic and Evolutionary Algorithms in Combinatorial Optimization Problems
601
Nuclear Power Plant Preventive Maintenance Planning Using Genetic Algorithms
611
Improving the Stock Price Forecasting Performance of the Bull Flag Heuristic with Genetic Algorithms and Neural Networks
617
Advanced Reservoir Simulation Using Soft Computing
623
Forest Ecosystem Management via the NED Intelligent Information System
629
Friendly Information Retrieval t hrough Adaptive Restructuring of Information Space
639
A Smart Pointer Technique for Distributed Spatial Databases
645
Deploying the MobileAgent Technology in Warehouse Management
651
A Lightweight Capability Communication Mechanism
660
ModelBased Control for Industrial Processes Using a Virtual Laboratory
673
Autonomous Agents for Distributed Problem Solving in Condition Monitoring
683
Modeling Issues for RubberSheeting Process in an Object Oriented Distributed and Parallel Environment
693
Reasoning and Belief Revision in an Agent for Emergent Process Management
699
System Design and Control Framework for an Autonomous Mobile Robot Application on Predefined Ferromagnetic Surfaces
705
Intelligent and SelfAdaptive Interface
711
Using Java Exceptions in a Nonstandard Way and an Object Oriented Approach to Evolution of Intelligence
717
Neural Network Based Machinability Evaluation
723
Performance of MGMDH Network on Structural Piecewise System Identification
731
Polynomial and Neural Models
741
Authors Index
749
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