Computational Intelligence
by Huang, De-shuang; Li, Kang; Irwin, George WilliamFormat: Paperback
Pub. Date: 2006-09-15
Publisher(s): Springer-Verlag New York Inc
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Summary
This book constitutes the refereed proceedings of the International Conference on Intelligent Computing, ICIC 2006, held in Kunming, China, in August 2006.The 165 revised full papers were carefully reviewed and selected from over 3000 submissions. The papers are organized in topical sections on fuzzy systems, fuzzy-neuro-evolutionary hybrids, supervised, unsupervised and reinforcement learning, intelligent agent and Web applications, intelligent fault diagnosis, natural language processing and expert systems, natural language human-machine interface using artificial neural networks, and intelligent financial engineering. In addition there are 9 special sessions on intelligent algorithms for game theory, intelligent computing for information perception and integration in intelligent control systems, language processing for affective computing, intelligent computing for software reliability engineering, credibility theory with applications, intelligent computing for agile manufacturing systems, networked control systems, intelligence computation and its application, and intelligent ad hoc networks and wireless sensor networks.
Table of Contents
| Fuzzy Systems | |
| A GA Optimization for FLC with Its Rule Base and Scaling Factors Adjustment | p. 1 |
| Chance Constrained Maximum Flow Problem with Fuzzy Arc Capacities | p. 11 |
| Delay-Dependent Stability of a Class of Nonlinear Systems with Time Delays Based on Fuzzy Hyperbolic Model | p. 20 |
| Evaluation of the Aquaculture Pond Water Quality Based on Fuzzy Mathematics Model | p. 32 |
| Fuzzy Reasoning Application in Redundant Manipulator Movement Regulation | p. 44 |
| GFHM Model and Control for Uncertain Chaotic System | p. 53 |
| Using Fuzzy Decision Tree to Handle Uncertainty in Context Deduction | p. 63 |
| Variable Universe Adaptive Fuzzy Sliding Mode Controller for a Class of Nonlinear System | p. 73 |
| A Dynamic Decision Method Based on Triangular and Pillared Fuzzy Numbers | p. 85 |
| A Fuzzy PID Controller for Controlling Flotation De-inking Column | p. 90 |
| A New Uniform OR Operation Model Based on Generalized S-Norm | p. 96 |
| A Study of Product Development Time Based on Fuzzy Timed Workflow Net | p. 102 |
| An AHP-Fuzzy Synthetic Evaluation Model Based on Evidence Theory | p. 108 |
| Direction Fuzzy Sets | p. 114 |
| Fuzzy Compensator Using RGA for TRMS Control | p. 120 |
| Fuzzy-Neural Network Adaptive Sliding Mode Tracking Control for Interconnected System | p. 127 |
| Measure of Certainty with Fuzzy Entropy Function | p. 134 |
| Motion Planning of Redundant Robots with Singularities Using Transputer Based Fuzzy Inverse Kinematic Method | p. 140 |
| Robust Passive Control for T-S Fuzzy Systems | p. 146 |
| Robust Stabilization of Takagi-Sugeno Fuzzy Systems with Parametric Uncertainties Using Fuzzy Region Concept | p. 152 |
| Quantitative Measurement for Fuzzy System to Input and Rule Perturbations | p. 159 |
| Modeling of Distributed Intrusion Detection Using Fuzzy System | p. 165 |
| Temporal Error Concealment Algorithm Using Fuzzy Metric | p. 171 |
| Universal Approximation of Binary-Tree Hierarchical Fuzzy Systems with Typical FLUs | p. 177 |
| Fuzzy-Neuro-Evolutionary Hybrids | |
| A New Fuzzy Membership Function with Applications in Interpretability Improvement of Neurofuzzy Models | p. 183 |
| Fuzzy Data Clustering Using Artificial Immune Network | p. 195 |
| RAOGA-Based Fuzzy Neural Network Model of Design Evaluation | p. 206 |
| The Development of a Weighted Evolving Fuzzy Neural Network | p. 212 |
| Fuzzy Neural Classifier for Transformer Fault Diagnosis Based on EM Learning | p. 222 |
| System Identification Using Hierarchical Fuzzy CMAC Neural Networks | p. 230 |
| Supervised, Unsupervised and Reinforcement Learning | |
| A Reliable Resilient Backpropagation Method with Gradient Ascent | p. 236 |
| Face Recognition Using Null Space-Based Local Discriminant Embedding | p. 245 |
| Reformulated Parametric Learning Based on Ordinary Differential Equations | p. 256 |
| Supervised Feature Extraction Algorithm Based on Continuous Divergence Criterion | p. 268 |
| A New Binary Classifier: Clustering-Launched Classification | p. 278 |
| A Novel Clustering Algorithm Based on Variable Precision Rough-Fuzzy Sets | p. 284 |
| Applying Bayesian Approach to Decision Tree | p. 290 |
| Approximation Algorithms for K-Modes Clustering | p. 296 |
| Convergence of a New Decomposition Algorithm for Support Vector Machines | p. 303 |
| Online Learning of Bayesian Network Parameters with Incomplete Data | p. 309 |
| Intelligent Agent and Web Applications | |
| A Genetic Algorithm for Optimization of Bandwidth Assignment in Hose-Modeled VPN | p. 315 |
| A Kind of Adaptive Negotiation Mechanism for Flexible Job Shop Scheduling | p. 324 |
| A Novel Key Management and Access Control Scheme for Mobile Agent | p. 334 |
| Analysis on Negotiation in Platform-Level Armored Force Combat Entity Agents System | p. 346 |
| Conflict Resolution and Preference Learning in Ubiquitous Environment | p. 355 |
| Design and Implement of Customer Information Retrieval System Based on Semantic Web | p. 367 |
| Emerging Hybrid Computational Models | p. 379 |
| Knowledge Base Constructing Based on Intelligence Technology | p. 390 |
| Managing Workflows in Data Environments Using Semantic Technologies | p. 399 |
| On Studying P2P Topology Based on Modified Fuzzy Adaptive Resonance Theory | p. 410 |
| A Self-organising Agent Assistant System | p. 421 |
| Semantic Based Approximate Query Across Multiple Ontologies | p. 431 |
| A Simulation-Based Process Model Learning Approach for Dynamic Enterprise Process Optimization | p. 438 |
| Task Assigning and Optimizing of Genetic-Simulated Annealing Based on Mas | p. 450 |
| A Domain-Based Intelligent Search Engine | p. 461 |
| A PDA Based Personalized 3D Facial Expression System | p. 468 |
| A Skew Free Korean Character Recognition System for PDA Devices | p. 476 |
| An Agent-Based Multi-issue Negotiation Model in E-Commerce | p. 484 |
| Integrating Extended Attributed Relational Graph and Structured Modeling: Toward Multimedia-Based Decision Support in Virtual Product Design | p. 490 |
| Multi-agent Modeling and Simulation for Petroleum Supply Chain | p. 496 |
| Optimize Cooperative Agents with Organization in Distributed Scheduling System | p. 502 |
| Phrase-Based Statistical Machine Translation by Using Reordering Search and Additional Features | p. 510 |
| Smart E-Learning Using Recommender System | p. 518 |
| Strategic Learning in the Sealed-Bid Bargaining Mechanism by Particle Swarm Optimization Algorithm | p. 524 |
| System on a Chip Implementation of Social Insect Behavior for Adaptive Network Routing | p. 530 |
| Intelligent Fault Diagnosis | |
| Authoritative Server's Impact on Domain Name System's Performance and Security | p. 536 |
| Comparison Model and Algorithm for Distributed Firewall Policy | p. 545 |
| Fourier and Wavelet Transformations for the Fault Detection of Induction Motor with Stator Current | p. 557 |
| Prediction of Equipment Maintenance Using Optimized Support Vector Machine | p. 570 |
| The Covariance Constraint Control Method of Fault Detect for Complicated Systems | p. 580 |
| A Fault Diagnosis Prototype System Based on Causality Diagram | p. 589 |
| Adaptive Neural Model Based Fault Tolerant Control for Multi-variable Process | p. 596 |
| Algorithm of Pipeline Leak Detection Based on Discrete Incremental Clustering Method | p. 602 |
| A BP Neural Network Based Technique for HIF Detection and Location on Distribution Systems with Distributed Generation | p. 608 |
| The Application of Grey Relation Close Degree Model in the Fault Diagnosis | p. 614 |
| Embedded Reversible Medical Image Compression Using Integer Wavelet Transform | p. 620 |
| Fault Detection Method Based on Artificial Immune System for Complicated Process | p. 625 |
| Induction Machine Rotor Diagnosis Using Support Vector Machines and Rough Set | p. 631 |
| Intelligent Process Trend Recognition Fault Diagnosis and Industrial Application | p. 637 |
| Multiple Fault Diagnosis Approach for Rotary Machines Based on Matter-Element | p. 643 |
| Numerical Model and Analysis on Dynamics of Composites for Active Damage Detection | p. 649 |
| SoC Test Scheduling Algorithm Using ACO-Based Rectangle Packing | p. 655 |
| Fault Diagnosis and Accommodation Based on Online Multi-model for Nonlinear Process | p. 661 |
| Natural Language Processing and Expert Systems | |
| A Mongolian Speech Recognition System Based on HMM | p. 667 |
| Conditional Random Fields Based Label Sequence and Information Feedback | p. 677 |
| Ontology-Based Automatic Classification of Web Documents | p. 690 |
| Recognition of Emotion with SVMs | p. 701 |
| A Proposal for an XML Definition of a Dynamic Spoken Interface for Ambient Intelligence | p. 711 |
| Intelligent Interface for Recognition and Verification of Natural Language Commands | p. 717 |
| Intrusion Detection Based on Data Mining | p. 724 |
| Knowledge Representation in a Behavior-Based Natural Language Interface for Human-Robot Communication | p. 730 |
| Method Combining Rule-Based and Corpus-Based Approaches for Oracle-Bone Inscription Information Processing | p. 736 |
| Intelligent System for Natural Language Processing | p. 742 |
| Text-Based English-Arabic Sentence Alignment | p. 748 |
| Intelligent Financial Engineering | |
| The Advantage of Harmonic Asian Options and an Approximation Approach | p. 754 |
| An Estimation Model of Research Cost Based on Rough Set and Artificial Neural Network | p. 766 |
| Analyzing Livestock Farm Odour Using a Neuro-fuzzy Approach | p. 772 |
| Credit Risk Assessment in Commercial Banks Based on Multi-layer SVM Classifier | p. 778 |
| Special Session on Intelligent Algorithms for Game Theory | |
| Poisson Process with Fuzzy Time-Dependent Intensity | p. 786 |
| Pricing R&D Option with Combining Randomness and Fuzziness | p. 798 |
| Two-Person Zero-Sum Matrix Game with Fuzzy Random Payoffs | p. 809 |
| Estimating the Contingency of R&D Project in a Fuzzy Environment | p. 819 |
| Parallel Combination of Genetic Algorithm and Ant Algorithm Based on Dynamic K-Means Cluster | p. 825 |
| Properties and Relations Between Implication Operators | p. 831 |
| Quantum Network Optimization Based on the Use of Relaxing Qubits | p. 838 |
| Special Session on Intelligent Computing for Information Perception and Integration in Intelligent Control System | |
| Neural Network Based Modeling for Oil Well Pressure Data Compensation System | p. 844 |
| Video Object Contour Tracking Using Improved Dual-Front Active Contour | p. 855 |
| Motion Deblurring for a Power Transmission Line Inspection Robot | p. 866 |
| Viewpoint-Invariant Face Recognition Based on View-Based Representation | p. 872 |
| Visual Information Representation Using Embedded Block with Significance Selecting Model | p. 879 |
| Visual Navigation for a Power Transmission Line Inspection Robot | p. 887 |
| Special Session on Language Processing for Affective Computing | |
| A Semantic Analyzer for Aiding Emotion Recognition in Chinese | p. 893 |
| Emotion Estimation System Based on Emotion Occurrence Sentence Pattern | p. 902 |
| Acoustic and Physiological Feature Analysis of Affective Speech | p. 912 |
| Determining the Emotion of News Articles | p. 918 |
| Statistical Analysis of a Japanese Emotion Corpus for Natural Language Processing | p. 924 |
| Treatment of Quantifiers in Chinese-Japanese Machine Translation | p. 930 |
| Special Session on Intelligent Computing for Software Reliability Engineering | |
| A Pruning Based Incremental Construction of Horizontal Partitioned Concept Lattice | p. 936 |
| Research on Spatial Data Mining Based on Knowledge Discovery | p. 946 |
| Similarity Measure Construction Using Fuzzy Entropy and Distance Measure | p. 952 |
| Software Metrics Data Clustering for Quality Prediction | p. 959 |
| Special Session on Credibility Theory with Applications | |
| A Hybrid Intelligent Algorithm for Vehicle Routing Models with Fuzzy Travel Times | p. 965 |
| Solving Fuzzy Chance-Constrained Programming with Ant Colony Optimization-Based Algorithms and Application to Fuzzy Inventory Model | p. 977 |
| The Infinite Dimensional Product Possibility Space and Its Applications | p. 984 |
| Special Session on Intelligent Computing for Agile Manufacturing Systems | |
| A New Sensor Fault Diagnosis Technique Based Upon Subspace Identification and Residual Filtering | p. 990 |
| Particle Swarm Optimization for Open Vehicle Routing Problem | p. 999 |
| A Genetic Algorithm Approach on a Facility Layout Design Problem with Aisles | p. 1008 |
| A Novel Game-Theory-Based Analysis Approach for Running a Supply Chain Project | p. 1014 |
| The Dynamics Mechanism Study on Interactive Development of Industry Clusters and Urbanization | p. 1020 |
| Special Session on Networked Control Systems | |
| A Proposed Case Study for Networked Control System | p. 1026 |
| Adaptive Control Systems with Network Closed Identification Loop | p. 1037 |
| An Initial Study of Gain-Scheduling Controller Design for NCS Using Delay Statistical Model | p. 1049 |
| An Overview of Wireless Networks in Control and Monitoring | p. 1061 |
| An Improved Deadline-Based Message Scheduling Algorithm for Real-Time Control Network | p. 1073 |
| Study on Inter-operability Unit for an Automobile Network | p. 1079 |
| The Networked Control Systems Based on Predictive Functional Control | p. 1085 |
| Special Session on Intelligence Computation and Its Application | |
| A Modified Fuzzy C-Means Algorithm for Association Rules Clustering | p. 1093 |
| Adaptive Fuzzy Control of Lateral Semi-active Suspension for High-Speed Railway Vehicle | p. 1104 |
| Car Plate Localization Using Modified PCNN in Complicated Environment | p. 1116 |
| Enhancing Contrast for Image Using Discrete Stationary Wavelet Transform and Non-linear Gain Operator | p. 1125 |
| Graph-Based Ant System for Optimal Sizing of Standalone Hybrid Wind/PV Power Systems | p. 1136 |
| Maximizing Dual Function by Genetic Algorithm - A New Approach for Optimal Manpower Planning | p. 1147 |
| Solving Multi-period Financial Planning Problem Via Quantum-Behaved Particle Swarm Algorithm | p. 1158 |
| A Boosting Approach for Utterance Verification | p. 1170 |
| A Comparative Study on Computerised Diagnostic Performance of Hepatitis Disease Using ANNs | p. 1177 |
| A Two-View CoTraining Rule Induction System for Information Extraction | p. 1183 |
| A Ubiquitous Healthcare Service System for Benign Prostatic Hyperplasia Patients | p. 1191 |
| An ANN-Based Classification System for Automobile Parts with Different Shapes | p. 1198 |
| An Indirect and Efficient Approach for Solving Uncorrelated Optimal Discriminant Vectors | p. 1204 |
| Constructing Full Matrix Through Naive Bayesian for Collaborative Filtering | p. 1210 |
| Enhancing Particle Swarm Optimization Based Particle Filter Tracker | p. 1216 |
| Moving Target Tracking Via Adaptive One Step Ahead Neuro-Fuzzy Estimator | p. 1222 |
| Optimization of Special Vehicle Routing Problem Based on Ant Colony System | p. 1228 |
| Pattern Finding Algorithm Based on Cloud Models | p. 1234 |
| POCS Super-Resolution Sequence Image Reconstruction Based on Image Registration Excluded Aliased Frequency Domain | p. 1240 |
| The Cooperative Optimization Metaheuristic: Inspiration from Nature and Applications | p. 1246 |
| Use APEX Neural Networks to Extract the PN Sequence in Lower SNR DS-SS Signals | p. 1252 |
| Special Session on Intelligent Ad Hoc Networks and Wireless Sensor Networks | |
| A New Chain-Based Data Gathering Protocol for Wireless Sensor Transportation Monitoring Network | p. 1258 |
| Distributed Computing Paradigm for Target Classification in Sensor Networks | p. 1268 |
| QoS Multicast Routing Algorithm in Manet: An Entropy-Based GA | p. 1279 |
| Simulating an Intelligence Fault Tolerance System for Situation-Aware Ubiquitous Computing | p. 1290 |
| An Access Control Mechanism Based on Situation-Aware Ubiquitous Computing for Seamless Multimedia View Sharing | p. 1300 |
| Clustering Algorithm Using Bayes' Rule in Mobile Wireless Sensor Networks | p. 1306 |
| Dynamic Control of Packet Transmission Rate Using Fuzzy Logic for Ad Hoc Networks | p. 1311 |
| ESTS: An Error Statistic Based Time Synchronization Protocol for Wireless Sensor Networks | p. 1317 |
| Extending the Lifetime of Ad Hoc Wireless Networks | p. 1324 |
| Author Index | p. 1333 |
| Table of Contents provided by Ingram. All Rights Reserved. |
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