Advances in Applied Artificial Intelligence: 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Sy

ISBN-13: 9783540354536 / Angielski / Miękka / 2006 / 1356 str.

Moonis Ali

Opis

"Intelligent Design and complex problem solving are twined like wife and husband." In the current competitive global industrial environment there are many pr- lems which need intelligent systems technology for optimal solutions. The central theme of the 19th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2006) is to focus on the research methodologies and practical implementations of these methodologies for intelligent solutions of problems in real-world applications. We are pleased to present the papers in these proceedings which cover va- ous aspects of applications of applied intelligent systems. We received more than 330 papers from many countries and each paper was reviewed by at least two reviewers. Only 134 papers were selected for presentation in the normal and special sessions. The normal sessions cover the following topics: planning and scheduling, multi-agent systems, fuzzy logic, data mining and knowledge d- covery, genetic algorithms, decision support, expert systems, neural networks, computer vision, speech recognition, systems for real-life applications, machine learning, model-based reasoning, heuristic search, and knowledge engineering. We also organized several special sessions in the areas of bioinformatics, - tology, knowledge discovery, intelligent control systems, intelligent industrial s- tems, and applications of data mining. The conference program also included four invited lecturers given by Fausto Giunchiglia, Erik Sandewall, Sylviane Gentil and Trevor Martin.

Spis treści

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 WordNet.- Neuro-fuzzy Learning for Automated Incident Detection.- Intelligent GIS: Automatic Generation of Qualitative Spatial Information.- On-Line Learning of a Time Variant System.- Special Session on Bioinformatics.- Bioinformatics Integration Framework for Metabolic Pathway Data-Mining.- The Probability Distribution of Distance TSS-TLS Is Organism Characteristic and Can Be Used for Promoter Prediction.- Protein Stability Engineering in Staphylococcal Nuclease Using an AI-Neural Network Hybrid System and a Genetic Algorithm.- Identification of Over and Under Expressed Genes Mediating Allergic Asthma.- Correlogram-Based Method for Comparing Biological Sequences.- Learning Genetic Regulatory Network Connectivity from Time Series Data.- On Clustering of Genes.- Special Session on Ontology and Text.- Towards Automatic Concept Hierarchy Generation for Specific Knowledge Network.- An Open and Scalable Framework for Enriching Ontologies with Natural Language Content.- Acquiring an Ontology from the Text.- Terminae Method and Integration Process for Legal Ontology Building.- An Approach to Automatic Ontology-Based Annotation of Biomedical Texts.- Lexical and Conceptual Structures in Ontology.- Discovering Verb Relations in Corpora: Distributional Versus Non-distributional Approaches.- Modelling Knowledge with ZDoc for the Purposes of Information Retrieval.- Special Session on Data for Discovery in Engineering.- Partially Ordered Template-Based Matching Algorithm for Financial Time Series.- Model and Algebra for Genetic Information of Data.- Forecasting Intermittent Demand by Fuzzy Support Vector Machines.- Special Session on Intelligent Control Systems.- Nonlinear Discrete System Stabilisation by an Evolutionary Neural Network.- Special Session on Intelligent Systems for Industry.- Genetic Algorithm for Inventory Lot-Sizing with Supplier Selection Under Fuzzy Demand and Costs.- A Self-tuning Emergency Model of Home Network Environment.- Simulation Studies of Two-Layer Hopfield Neural Networks for Automatic Wafer Defect Inspection.- Supporting Dynamic Supply Networks with Agent-Based Coalitions.- Reducing Transportation Costs in Distribution Networks.- Application of an Intuitive Novelty Metric for Jet Engine Condition Monitoring.- Determination of Storage Locations for Incoming Containers of Uncertain Weight.- Fault Diagnostics in Electric Drives Using Machine Learning.- An Integrated and Flexible Architecture for Planning and Scheduling.- A Robust RFID-Based Method for Precise Indoor Positioning.- A Study of Optimal System for Multiple-Constraint Multiple-Container Packing Problems.- Planning for Intra-block Remarshalling in a Container Terminal.- Develop Acceleration Strategy and Estimation Mechanism for Multi-issue Negotiation.- Least Squares Support Vector Machines for Bandwidth Reservation in Wireless IP Networks.- Special Session on Applications of Data Mining.- An Ontology-Based Intelligent Agent for Respiratory Waveform Classification.- A New Inductive Learning Method for Multilabel Text Categorization.- An Intelligent Customer Retention System.- Software Diagnosis Using Fuzzified Attribute Base on Modified MEPA.- New Methods for Text Categorization Based on a New Feature Selection Method and a New Similarity Measure Between Documents.- Using Positive Region to Reduce the Computational Complexity of Discernibility Matrix Method.- A Novel Mining Algorithm for Periodic Clustering Sequential Patterns.- Text Mining with Application to Engineering Diagnostics.- Handling Incomplete Categorical Data for Supervised Learning.- Mining Multiple-Level Association Rules Under the Maximum Constraint of Multiple Minimum Supports.- A Measure for Data Set Editing by Ordered Projections.