New Trends in Applied Artificial Intelligence: 20th International Conference on Industrial, Engineering, and Other Applications of Applied Intelligent

ISBN-13: 9783540733225 / Angielski / Miękka / 2007 / 1198 str.

Moonis Ali

Opis

"The true sign of intelligence is not knowledge but imagination." Albert Einstein Applied arti?cial intelligence researchers have been focusing on developing and employing methods and systems to solve real-life problems in all areas incl- ing engineering, science, industry, automation & robotics, business & ?nance, th cyberspace, and man-machine interactions. The 20 International Conference on Industrial, Engineering and Other Applications of Applied Intelligent S- tems (IEA/AIE-2007) held in Kyoto, Japan presented such work performed by many scientists worldwide. The previous IEA/AIE conference held in Japan was the Ninth International Conference on Industrial and Engineering Applications of Arti?cial Intelligence and Expert systems (IEA/AIE-1996) in Fukuoka in 1996. The duration of 11 years between two conferences demanded drastic changes around applied art- cialintelligenceresearch.ThemaincausesaretherapidexpansionoftheInternet and the deluge of electronic and on-line text data. The Program Committee - cusedonAsian-originatingtechnologies, suchasactivemining, integrationofthe Internet and broadcasting, chance discovery, real-world interactions, and fuzzy logic applications. The ?rst four are from Japan and the last one is from Taiwan and China. We received 462 papers from all parts of the world. Each paper was sent to at least three Program Committee members for review. Only 116 papers were selected for presentation and publication in the proceedings. We would like to express our sincere thanks to the Program Committee and all the reviewers for their hard work.

Spis treści

Keynotes.- Towards New Content Services by Fusion of Web and Broadcasting Contents.- Pattern Discovery from Graph-Structured Data - A Data Mining Perspective.- Text Processing.- A Collocation-Based WSD Model: RFR-SUM.- A Simple Probability Based Term Weighting Scheme for Automated Text Classification.- Text Classification for Healthcare Information Support.- [Special] Fuzzy System Applications I.- Nurse Scheduling Using Fuzzy Multiple Objective Programming.- Fuzzy Adaptive Threshold Determining in the Key Inheritance Based Sensor Networks.- A New Approach for Evaluating Students’ Answerscripts Based on Interval-Valued Fuzzy Sets.- Vision I.- An Intelligent Multimedia E-Learning System for Pronunciations.- Phase-Based Feature Matching Under Illumination Variances.- Text Extraction for Spam-Mail Image Filtering Using a Text Color Estimation Technique.- [Special] Real World Interaction.- Intention Through Interaction: Toward Mutual Intention in Real World Interactions.- An Interactive Framework for Document Retrieval and Presentation with Question-Answering Function in Restricted Domain.- Generating Cartoon-Style Summary of Daily Life with Multimedia Mobile Devices.- [Special] Fuzzy System Applications II.- Economic Turning Point Forecasting Using Neural Network with Weighted Fuzzy Membership Functions.- A New Approach for Automatically Constructing Concept Maps Based on Fuzzy Rules.- Application of Fuzzy Logic for Adaptive Interference Canceller in CDMA Systems.- Vision II.- Robust Multi-scale Full-Band Image Watermarking for Copyright Protection.- Perimeter Intercepted Length and Color t-Value as Features for Nature-Image Retrieval.- Selecting an Appropriate Segmentation Method Automatically Using ANN Classifier.- Genetic Algorithm.- Efficient Reinforcement Hybrid Evolutionary Learning for Recurrent Wavelet-Based Neuro-fuzzy Systems.- A Relation-Based Genetic Algorithm for Partitioning Problems with Applications.- Constrained Optimization of a Newsboy Problem with Return Policy Using KKT Conditions and GA.- [Special] Fuzzy System Applications III.- Fuzzy Interpolative Reasoning Via Cutting and Transformations Techniques.- Using Fuzzy Theory for Packaging Attribute Deployment for New Notebook Computer Introduction.- Fuzzy System Model to Assist with Real Estate Appraisals.- Application of Fuzzy System on a Server-Dependent Queue Modeled with Empirical Bayesian Estimation.- Robot.- Real-Time Auditory and Visual Talker Tracking Through Integrating EM Algorithm and Particle Filter.- Self-organizing Multiple Models for Imitation: Teaching a Robot to Dance the YMCA.- An Efficient Flow-Shop Scheduling Algorithm Based on a Hybrid Particle Swarm Optimization Model.- Towards the Automated Design of Phased Array Ultrasonic Transducers – Using Particle Swarms to Find “Smart” Start Points.- Poster.- Solution of the Perspective-Three-Point Problem.- A Decision Support System for Underground Mining Method Selection.- Efficient Modified Bidirectional A * Algorithm for Optimal Route-Finding.- Toward a Large Scale E-Market: A Greedy and Local Search Based Winner Determination.- Agent Based Dynamic Job Shop Simulation System.- A Manufacturing-Environmental Model Using Bayesian Belief Networks for Assembly Design Decision Support.- Evaluation of Two Simultaneous Continuous Speech Recognition with ICA BSS and MFT-Based ASR.- Knowledge Based Discovery in Systems Biology Using CF-Induction.- Environment Recognition System for Biped Walking Robot Using Vision Based Sensor Fusion.- Design of a SOA-Oriented E-Diagnostics System for Hydroelectric Generating Sets.- Genetic Algorithm II.- A Systematic Layout Planning of Visualizing Devices on a Non-rectangular Plane by Genetic Heuristics.- Promising Search Regions of Crossover Operators for Function Optimization.- Automatic Fingerprints Image Generation Using Evolutionary Algorithm.- A Hybrid Genetic Algorithm for the Cut Order Planning Problem.- Fuzzy Logic I.- Supervised Adaptive Control of Unknown Nonlinear Systems Using Fuzzily Blended Time-Varying Canonical Model.- Multi-agent System with Hybrid Intelligence Using Neural Network and Fuzzy Inference Techniques.- Analysis of Log Files Applying Mining Techniques and Fuzzy Logic.- Stability Analysis for Nonlinear Systems Subjected to External Force.- Manufacturing.- Integrated Framework for Reverse Logistics.- Screening Paper Formation Variations on Production Line.- Multi-modal Data Integration Using Graph for Collaborative Assembly Design Information Sharing and Reuse.- Enhanced Probabilistic Filtering for Improving the Efficiency of Local Searches.- Data Mining I.- A Weighted Feature C-Means Clustering Algorithm for Case Indexing and Retrieval in Cased-Based Reasoning.- Neural Networks for Inflow Forecasting Using Precipitation Information.- A Gradational Reduction Approach for Mining Sequential Patterns.- A Kernel Method for Measuring Structural Similarity Between XML Documents.- Neural Network I.- A Neural Network Based Data Least Squares Algorithm for Channel Equalization.- Novelty Detection in Large-Vehicle Turbocharger Operation.- Equalization of 16 QAM Signals with Reduced BiLinear Recurrent Neural Network.- Enhanced Neural Filter Design and Its Application to the Active Control of Nonlinear Noise.- Constraint Satisfaction.- Case Analysis of Criminal Behaviour.- Diagnosing Dependent Failures in the Hardware and Software of Mobile Autonomous Robots.- PrDLs: A New Kind of Probabilistic Description Logics About Belief.- Multi-constraint System Scheduling Using Dynamic and Delay Ant Colony System.- Data Mining II.- Constructing Domain Ontology Using Structural and Semantic Characteristics of Web-Table Head.- Maintenance of Fast Updated Frequent Trees for Record Deletion Based on Prelarge Concepts.- Solving a Committee Formation and Scheduling Problem by Frequent Itemset Mining.- Neural Network II.- Dual Gradient Descent Algorithm on Two-Layered Feed-Forward Artificial Neural Networks.- A New Hybrid Learning Algorithm for Drifting Environments.- Solving Inequality Constraints Job Scheduling Problem by Slack Competitive Neural Scheme.- Fuzzy Logic II.- Intelligent OS Process Scheduling Using Fuzzy Inference with User Models.- Cardinality-Based Fuzzy Time Series for Forecasting Enrollments.- A New Fuzzy Interpolative Reasoning Method for Sparse Fuzzy Rule-Based Systems.- Machine Learning I.- A New Multi-class Support Vector Machine with Multi-sphere in the Feature Space.- Construction of Prediction Module for Successful Ventilator Weaning.- Extension of ICF Classifiers to Real World Data Sets.- [Special] Chance Discovery and Social Network I.- Hierarchical Visualization for Chance Discovery.- Episodic Memory for Ubiquitous Multimedia Contents Management System.- Catalyst Personality for Fostering Communication Among Groups with Opposing Preference.- Education.- On Using Learning Automata to Model a Student’s Behavior in a Tutorial-like System.- Test-Sheet Composition Using Immune Algorithm for E-Learning Application.- PDA Plant Search System Based on the Characteristics of Leaves Using Fuzzy Function.- Machine Learning II.- Stochastic Point Location in Non-stationary Environments and Its Applications.- Quick Adaptation to Changing Concepts by Sensitive Detection.- ACIK : Association Classifier Based on Itemset Kernel.- [Special] Chance Discovery and Social Network II.- Risk Discovery Based on Recommendation Flow Analysis on Social Networks.- Using Conceptual Scenario Diagrams and Integrated Scenario Map to Detect the Financial Trend.- Chance Discovery in Credit Risk Management.- Speech.- The Design of Phoneme Grouping for Coarse Phoneme Recognition.- An Improved Voice Activity Detection Algorithm for GSM Adaptive Multi-Rate Speech Codec Based on Wavelet and Support Vector Machine.- The PICA Framework for Performance Analysis of Pattern Recognition Systems and Its Application in Broadcast News Segmentation.- [Special] E-commerce I.- The Theory of Maximal Social Welfare Feasible Coalition.- Recommender Agent Based on Social Network.- A New Pooled Buying Method Based on Risk Management.- The Representation of e-Contracts as Default Theories.- Heuristic Search I.- Competitive Ant Colony Optimisation.- Optimization of Dynamic Combinatorial Optimization Problems Through Truth Maintenance.- A Microcanonical Optimization Algorithm for BDD Minimization Problem.- A Lot Size Model for Deteriorating Inventory with Back-Order Cancellation.- Application System.- An Intermodal Transport Network Planning Algorithm Using Dynamic Programming.- Immune Inspired Optimizer of Combustion Process in Power Boiler.- Dynamic Search Spaces for Coordinated Autonomous Marine Search and Tracking.- Composite Endoscope Images from Massive Inner Intestine Photos.- [Special] E-commerce II.- Using Trust in Collaborative Filtering Recommendation.- AdaptRank: A Hybrid Method for Improving Recommendation Recall.- Combinatorial Auction with Minimal Resource Requirements.- Agent-Based System.- Effectiveness of Autonomous Network Monitoring Based on Intelligent-Agent-Mediated Status Information.- Design and Implementation of Interactive Design Environment of Agent System.- An Agent-Based Approach to Knapsack Optimization Problems.- Heuristic Search II.- Constraint-Based Approach for Steelmaking–Continuous Casting Rescheduling.- Study on Loop Problem in Opening Database for Chinese Chess Programs.- Job Shop Scheduling Optimization Using Multi-modal Immune Algorithm.- Simulated Annealing Algorithm for Solving Network Expanded Problem in Wireless ATM Network.- Other Applications.- An Intrusion Detection Based on Support Vector Machines with a Voting Weight Schema.- An Ontology-Supported and Fully-Automatic Annotation Technology for Semantic Portals.- Development and Evaluation of an Intelligent Colour Planning Support System for Townscapes.- A Testing Device for the Human Ability to Utilise Beneficial Environmental Features.