This book constitutes the refereed proceedings of the 19th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2006, held in Annecy, France, June 2006. The book presents 134 revised full papers together with 3 invited contributions, organized in topical sections on multi-agent systems, decision-support, genetic algorithms, data-mining and knowledge discovery, fuzzy logic, knowledge engineering, machine learning, speech recognition, systems for real life applications, and more.
Inhalt
Invited Contributions.- Managing Diversity in Knowledge.- Artificial Intelligence for Industrial Process Supervision.- Fuzzy Ambient Intelligence in Home Telecare.- Multi-agent Systems.- Modeling and Multi-agent Specification of IF-Based Distributed Goal Ontologies.- Agent-Based Approach to Solving Difficult Scheduling Problems.- Development of the Multiple Robot Fish Cooperation System.- Introducing Social Investors into Multi-Agent Models of Financial Markets.- Cross-Organisational Workflow Enactment Via Progressive Linking by Run-Time Agents.- Comparison and Analysis of Expertness Measure in Knowledge Sharing Among Robots.- Multiagent Realization of Prediction-Based Diagnosis and Loss Prevention.- Emergence of Cooperation Through Mutual Preference Revision.- Running Contracts with Defeasible Commitment.- A Self-organized Energetic Constraints Based Approach for Modelling Communication in Wireless Systems.- Decision-Support.- Evaluation of Several Algorithms in Forecasting Flood.- Simulation Analysis for On-Demand Transport Vehicles Based on Game Theory.- A Set Theoretic View of the ISA Hierarchy.- Tale of Two Context-Based Formalisms for Representing Human Knowledge.- Some Characteristics of Context.- Signal and Image Representations Based Hybrid Intelligent Diagnosis Approach for a Biomedicine Application.- Handling Airport Ground Processes Based on Resource-Constrained Project Scheduling.- Distribution System Evaluation Algorithm Using Analytic Hierarchy Process.- Genetic Algorithms.- A Hybrid Robot Control System Based on Soft Computing Techniques.- A Combination Genetic Algorithm with Applications on Portfolio Optimization.- Genetic Algorithm-Based Improvement of Robot Hearing Capabilities in Separating and Recognizing Simultaneous Speech Signals.- A Hybrid Genetic Algorithm for the Flow-Shop Scheduling Problem.- Solving a Large-Scaled Crew Pairing Problem by Using a Genetic Algorithm.- Population Structure of Heuristic Search Algorithm Based on Adaptive Partitioning.- Generating Guitar Tablature with LHF Notation Via DGA and ANN.- Heuristic Search.- Search Space Reduction as a Tool for Achieving Intensification and Diversification in Ant Colony Optimisation.- Truck Dock Assignment Problem with Operational Time Constraint Within Crossdocks.- A Hybrid Genetic Algorithm for Solving the Length-Balanced Two Arc-Disjoint Shortest Paths Problem.- A Fast and Effective Insertion Algorithm for Multi-depot Vehicle Routing Problem with Fixed Distribution of Vehicles and a New Simulated Annealing Approach.- On the Behaviour of Extremal Optimisation When Solving Problems with Hidden Dynamics.- Local Search Algorithm for Unicost Set Covering Problem.- Data-Mining and Knowledge Discovery.- Evaluating Interestingness Measures with Linear Correlation Graph.- Extended Another Memory: Understanding Everyday Lives in Ubiquitous Sensor Environments.- Incremental Clustering of Newsgroup Articles.- Topic Detection Using MFSs.- A Rule Sets Ensemble for Predicting MHC II-Binding Peptides.- Constructing Complete FP-Tree for Incremental Mining of Frequent Patterns in Dynamic Databases.- Planning and Scheduling.- An Optimal Method for Multiple Observers Sitting on Terrain Based on Improved Simulated Annealing Techniques.- An On-Line Approach for Planning in Time-Limited Situations.- Priority-Constrained Task Sequencing for Heterogeneous Mobile Robots.- New Heuristics to Solve the "CSOP" Railway Timetabling Problem.- SEaM: Analyzing Schedule Executability Through Simulation.- From Demo to Practice the Mexar Path to Space Operations.- Fuzzy Logic.- A New Method for Appraising the Performance of High School Teachers Based on Fuzzy Number Arithmetic Operations.- New Methods for Evaluating the Answerscripts of Students Using Fuzzy Sets.- Genetic Lateral and Amplitude Tuning with Rule Selection for Fuzzy Control of Heating, Ventilating and Air Conditioning Systems.- Fuzzy Motivations for Evolutionary Behavior Learning by a Mobile Robot.- Optimization of Self-organizing Fuzzy Polynomial Neural Networks with the Aid of Granular Computing and Evolutionary Algorithm.- Fuzzy Clustering-Based on Aggregate Attribute Method.- Computer Vision.- Recurrent Neural Network Verifier for Face Detection and Tracking.- Automatic Gait Recognition by Multi-projection Analysis.- A Novel Image Retrieval Approach Combining Multiple Features of Color-Connected Regions.- An Application of Random and Hammersley Sampling Methods to Iris Recognition.- Biometric-Iris Random Key Generator Using Generalized Regression Neural Networks.- Head Detection and Tracking for the Car Occupant's Pose Recognition.- Case-Based Reasoning.- Prediction of Construction Litigation Outcome - A Case-Based Reasoning Approach.- Component Retrieval Using Knowledge-Intensive Conversational CBR.- Identification of Characteristics After Soft Breakdown with GA-Based Neural Networks.- Knowledge Engineering.- Integrating Organizational Knowledge into Search Engine.- Ontology for Long-Term Knowledge.- Introducing Graph-Based Reasoning into a Knowledge Management Tool: An Industrial Case Study.- Retaining Consistency in Temporal Knowledge Bases.- Machine Learning.- Locality-Convolution Kernel and Its Application to Dependency Parse Ranking.- Intrusion Detection Based on Behavior Mining and Machine Learning Techniques.- Tractable Feature Generation Through Description Logics with Value and Number Restrictions.- Model-Based Reasoning.- Diagnosing Program Errors with Light-Weighted Specifications.- Diagnosis of Power System Protection.- Towards Lightweight Fault Localization in Procedural Programs.- Speech Recognition.- On Adaptively Learning HMM-Based Classifiers Using Split-Merge Operations.- Comparative Study: HMM and SVM for Automatic Articulatory Feature Extraction.- A Study on High-Order Hidden Markov Models and Applications to Speech Recognition.- Diagnostic Evaluation of Phonetic Feature Extraction Engines: A Case Study with the Time Map Model.- Systems for Real Life Applications.- Soft Computing for Assessing the Quality of Colour Prints.- An Efficient Shortest Path Computation System for Real Road Networks.- Automatic Topics Identification for Reviewer Assignment.- A Decentralized Calendar System Featuring Sharing, Trusting and Negotiating.- Applications.- Unidirectional Loop Layout Problem with Balanced Flow.- A Heuristic Load Balancing Scheduling Method for Dedicated Machine Constraint.- An Adaptive Control Using Multiple Neural Networks for the Variable Displacement Pump.- An Elaborated Goal Production Module for Implementing a Virtual Inhabitant.- Agent-Based Prototyping of Web-Based Systems.- High-Dimensional Micro-array Data Classification Using Minimum Description Length and Domain Expert Knowledge.- On Solving Edge Detection by Emergence.- Clustering Microarray Data Within Amorphous Computing Paradigm and Growing Neural Gas Algorithm.- Conflict-Directed Relaxation of Constraints in Content-Based Recommender Systems.- Modeling pH Neutralization Process Via Support Vector Machines.- Generating Tutoring Feedback in an Intelligent Training System on a Robotic Simulator.- Elaborating the Context of Interactions in a Tutorial Dialog.- Static Clonal Selection Algorithm Based on Match Range Model.- Diagnosing Faulty Transitions in Recommender User Interface Descriptions.- An Unsupervised Method for Ranking Translation Words Using a Bilingual Dictionary and Wor…