Computational Intelligence

by Huang, De-shuang; Li, Kang; Irwin, George William

• ISBN13: 9783540372745
• ISBN10: 3540372741
• Format: Paperback
• Copyright: 2006-09-15
• Publisher: Springer-Verlag New York Inc

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
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