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New Trends in Applied Artificial Intelligence

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This book constitutes the refereed proceedings of the 20th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2007, held in Kyoto, Japan. Coverage includes text processing, fuzzy system applications, real-world interaction, data mining, machine learning chance discovery and social networks, e-commerce, heuristic search application systems, and other applications.


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.


Titel: New Trends in Applied Artificial Intelligence
Untertitel: 20th International Conference on Industrial, Engineering, and Other Applications of Applied Intelligent Systems. IEA/AIE 2007, Kyoto, Japan, June 26-29, 2007, Proceedings
EAN: 9783540733256
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Anzahl Seiten: 1198
Veröffentlichung: 18.07.2007
Dateigrösse: 76.2 MB

Weitere Bände aus der Buchreihe "Lecture Notes in Computer Science"