Advances in Natural Computation: First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II

Front Matter....Pages -
Monitoring of Tool Wear Using Feature Vector Selection and Linear Regression....Pages 1-6
Image Synthesis and Face Recognition Based on 3D Face Model and Illumination Model....Pages 7-11
Head-and-Shoulder Detection in Varying Pose....Pages 12-20
Principal Component Neural Networks Based Intrusion Feature Extraction and Detection Using SVM....Pages 21-27
GA-Driven LDA in KPCA Space for Facial Expression Recognition....Pages 28-36
A New ART Neural Networks for Remote Sensing Image Classification....Pages 37-42
Modified Color Co-occurrence Matrix for Image Retrieval....Pages 43-50
A Novel Data Fusion Scheme for Offline Chinese Signature Verification....Pages 51-54
A Multiple Eigenspaces Constructing Method and Its Application to Face Recognition....Pages 55-64
Quality Estimation of Fingerprint Image Based on Neural Network....Pages 65-70
Face Recognition Based on PCA/KPCA Plus CCA....Pages 71-74
Texture Segmentation Using Intensified Fuzzy Kohonen Clustering Network....Pages 75-80
Application of Support Vector Machines in Reciprocating Compressor Valve Fault Diagnosis....Pages 81-84
The Implementation of the Emotion Recognition from Speech and Facial Expression System....Pages 85-88
Kernel PCA Based Network Intrusion Feature Extraction and Detection Using SVM....Pages 89-94
Leak Detection in Transport Pipelines Using Enhanced Independent Component Analysis and Support Vector Machines....Pages 95-100
Line-Based PCA and LDA Approaches for Face Recognition....Pages 101-104
Comparative Study on Recognition of Transportation Under Real and UE Status....Pages 105-108
Adaptive Eye Location Using FuzzyART....Pages 109-118
Face Recognition Using Gabor Features and Support Vector Machines....Pages 119-122
Wavelet Method Combining BP Networks and Time Series ARMA Modeling for Data Mining Forecasting....Pages 123-134
On-line Training of Neural Network for Color Image Segmentation....Pages 135-138
Short-Term Prediction on Parameter-Varying Systems by Multiwavelets Neural Network....Pages 139-146
VICARED: A Neural Network Based System for the Detection of Electrical Disturbances in Real Time....Pages 147-154
Speech Recognition by Integrating Audio, Visual and Contextual Features Based on Neural Networks....Pages 155-164
A Novel Pattern Classification Method for Multivariate EMG Signals Using Neural Network....Pages 165-174
Data Fusion for Fault Diagnosis Using Dempster-Shafer Theory Based Multi-class SVMs....Pages 175-184
Modelling of Rolling and Aging Processes in Copper Alloy by Levenberg-Marquardt BP Algorithm....Pages 185-189
An Adaptive Control for AC Servo System Using Recurrent Fuzzy Neural Network....Pages 190-195
PSO-Based Model Predictive Control for Nonlinear Processes....Pages 196-203
Low Cost Implementation of Artificial Neural Network Based Space Vector Modulation....Pages 204-209
A Novel Multispectral Imaging Analysis Method for White Blood Cell Detection....Pages 210-213
Intelligent Optimal Control in Rare-Earth Countercurrent Extraction Process via Soft-Sensor....Pages 214-223
Three Dimensional Gesture Recognition Using Modified Matching Algorithm....Pages 224-233
Direct Adaptive Control for a Class of Uncertain Nonlinear Systems Using Neural Networks....Pages 234-241
Neural Network Based Feedback Scheduler for Networked Control System with Flexible Workload....Pages 242-251
Humanoid Walking Gait Optimization Using GA-Based Neural Network....Pages 252-261
Adaptive Neural Network Internal Model Control for Tilt Rotor Aircraft Platform....Pages 262-265
Novel Leaning Feed-Forward Controller for Accurate Robot Trajectory Tracking....Pages 266-269
Adaptive Neural Network Control for Multi-fingered Robot Hand Manipulation in the Constrained Environment....Pages 270-273
Control of a Giant Swing Robot Using a Neural Oscillator....Pages 274-282
Neural Network Indirect Adaptive Sliding Mode Tracking Control for a Class of Nonlinear Interconnected Systems....Pages 283-291
Sequential Support Vector Machine Control of Nonlinear Systems via Lyapunov Function Derivative Estimation....Pages 292-295
An Adaptive Control Using Multiple Neural Networks for the Position Control in Hydraulic Servo System....Pages 296-305
Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform....Pages 306-315
Nonlinear Adaptive Blind Source Separation Based on Kernel Function....Pages 316-323
Hybrid Intelligent Forecasting Model Based on Empirical Mode Decomposition, Support Vector Regression and Adaptive Linear Neural Network....Pages 324-327
A Real Time Color Gamut Mapping Method Using a Neural Network....Pages 328-331
Adaptive Identification of Chaotic Systems and Its Applications in Chaotic Communications....Pages 332-337
A Time-Series Decomposed Model of Network Traffic....Pages 338-345
A Novel Wavelet Watermark Algorithm Based on Neural Network Image Scramble....Pages 346-351
A Hybrid Model for Forecasting Aquatic Products Short-Term Price Integrated Wavelet Neural Network with Genetic Algorithm....Pages 352-360
A Multiple Vector Quantization Approach to Image Compression....Pages 361-370
Segmentation of SAR Image Using Mixture Multiscale ARMA Network....Pages 371-375
Brain Activity Analysis of Rat Based on Electroencephalogram Complexity Under General Anesthesia....Pages 376-385
Post-nonlinear Blind Source Separation Using Wavelet Neural Networks and Particle Swarm Optimization....Pages 386-390
An MRF-ICA Based Algorithm for Image Separation....Pages 391-395
Multi-view Face Recognition with Min-Max Modular SVMs....Pages 396-399
Texture Segmentation Using Neural Networks and Multi-scale Wavelet Features....Pages 400-409
An In-depth Comparasion on FastICA, CuBICA and IC-FastICA....Pages 410-414
Characteristics of Equinumber Principle for Adaptive Vector Quantization....Pages 415-424
ANFIS Based Dynamic Model Compensator for Tracking and GPS Navigation Applications....Pages 425-431
Dynamic Background Discrimination with a Recurrent Network....Pages 432-437
Gender Recognition Using a Min-Max Modular Support Vector Machine....Pages 438-441
An Application of Support Vector Regression on Narrow-Band Interference Suppression in Spread Spectrum Systems....Pages 442-450
A Natural Modification of Autocorrelation Based Video Watermarking Scheme Using ICA for Better Geometric Attack Robustness....Pages 451-460
Research of Blind Deconvolution Algorithm Based on High-Order Statistics and Quantum Inspired GA....Pages 461-467
Differential Demodulation of OFDM Based on SOM....Pages 468-475
Efficient Time Series Matching Based on HMTS Algorithm....Pages 476-482
3D Polar-Radius Invariant Moments and Structure Moment Invariants....Pages 483-492
A Fast Searching Algorithm of Symmetrical Period Modulation Pattern Based on Accumulative Transformation Technique....Pages 493-500
A Granular Analysis Method in Signal Processing....Pages 501-507
Adaptive Leakage Suppression Based on Recurrent Wavelet Neural Network....Pages 508-511
New Multi-server Password Authentication Scheme Using Neural Networks....Pages 512-519
Time Domain Substructural Post-earthquake Damage Diagnosis Methodology with Neural Networks....Pages 520-529
Conceptual Modeling with Neural Network for Giftedness Identification and Education....Pages 530-538
Online Discovery of Quantitative Model for Web Service Management....Pages 539-542
Judgment of Static Life and Death in Computer Go Using String Graph....Pages 543-551
Research on Artificial Intelligence Character Based Physics Engine in 3D Car Game....Pages 552-556
Document Clustering Based on Nonnegative Sparse Matrix Factorization....Pages 557-563
Prediction Modeling for Ingot Manufacturing Process Utilizing Data Mining Roadmap Including Dynamic Polynomial Neural Network and Bootstrap Method....Pages 564-573
Implicit Rating – A Case Study....Pages 574-583
Application of Grey Majorized Model in Tunnel Surrounding Rock Displacement Forecasting....Pages 584-591
NN-Based Damage Detection in Multilayer Composites....Pages 592-601
Application of Support Vector Machine and Similar Day Method for Load Forecasting....Pages 602-609
Particle Swarm Optimization Neural Network and Its Application in Soft-Sensing Modeling....Pages 610-617
Solution of the Inverse Electromagnetic Problem of Spontaneous Potential (SP) by Very Fast Simulated Reannealing (VFSR)....Pages 618-621
Using SOFM to Improve Web Site Text Content....Pages 622-626
Online Support Vector Regression for System Identification....Pages 627-630
Optimization of PTA Crystallization Process Based on Fuzzy GMDH Networks and Differential Evolutionary Algorithm....Pages 631-635
An Application of Support Vector Machines for Customer Churn Analysis: Credit Card Case....Pages 636-647
e-NOSE Response Classification of Sewage Odors by Neural Networks and Fuzzy Clustering....Pages 648-651
Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting....Pages 652-655
Boosting Input/Output Hidden Markov Models for Sequence Classification....Pages 656-665
Learning Beyond Finite Memory in Recurrent Networks of Spiking Neurons....Pages 666-675
On Non-markovian Topographic Organization of Receptive Fields in Recursive Self-organizing Map....Pages 676-685
Quantum Reinforcement Learning....Pages 686-689
Characterization of Evaluation Metrics in Topical Web Crawling Based on Genetic Algorithm....Pages 690-697
A Novel Quantum Swarm Evolutionary Algorithm for Solving 0-1 Knapsack Problem....Pages 698-704
An Evolutionary System and Its Application to Automatic Image Segmentation....Pages 705-709
Incorporating Web Intelligence into Website Evolution....Pages 710-713
Evolution of the CPG with Sensory Feedback for Bipedal Locomotion....Pages 714-726
Immunity-Based Genetic Algorithm for Classification Rule Discovery....Pages 727-734
Dynamical Proportion Portfolio Insurance with Genetic Programming....Pages 735-743
Evolution of Reactive Rules in Multi Player Computer Games Based on Imitation....Pages 744-755
Combining Classifiers with Particle Swarms....Pages 756-763
Adaptive Normalization Based Highly Efficient Face Recognition Under Uneven Environments....Pages 764-773
A New Detector Set Generating Algorithm in the Negative Selection Model....Pages 774-779
Intrusion Detection Based on ART and Artificial Immune Network Clustering....Pages 780-783
Nature-Inspired Computations Using an Evolving Multi-set of Agents....Pages 784-794
Adaptive Immune Algorithm for Solving Job-Shop Scheduling Problem....Pages 795-799
A Weather Forecast System Based on Artificial Immune System....Pages 800-803
A New Model of Immune-Based Network Surveillance and Dynamic Computer Forensics....Pages 804-813
A Two-Phase Clustering Algorithm Based on Artificial Immune Network....Pages 814-821
Immune Algorithm for Qos Multicast Routing....Pages 822-825
IFCPA: Immune Forgetting Clonal Programming Algorithm for Large Parameter Optimization Problems....Pages 826-829
A New Classification Method for Breast Cancer Diagnosis: Feature Selection Artificial Immune Recognition System (FS-AIRS)....Pages 830-838
Artificial Immune Strategies Improve the Security of Data Storage....Pages 839-848
Artificial Immune System for Associative Classification....Pages 849-858
Artificial Immune Algorithm Based Obstacle Avoiding Path Planning of Mobile Robots....Pages 859-862
An Adaptive Hybrid Immune Genetic Algorithm for Maximum Cut Problem....Pages 863-866
Algorithms of Non-self Detector by Negative Selection Principle in Artificial Immune System....Pages 867-875
An Algorithm Based on Antibody Immunodominance for TSP....Pages 876-879
Flow Shop Scheduling Problems Under Uncertainty Based on Fuzzy Cut-Set....Pages 880-889
An Optimization Method Based on Chaotic Immune Evolutionary Algorithm....Pages 890-894
An Improved Immune Algorithm and Its Evaluation of Optimization Efficiency....Pages 895-904
Simultaneous Feature Selection and Parameters Optimization for SVM by Immune Clonal Algorithm....Pages 905-912
Optimizing the Distributed Network Monitoring Model with Bounded Bandwidth and Delay Constraints by Genetic Algorithm....Pages 913-921
Modeling and Optimal for Vacuum Annealing Furnace Based on Wavelet Neural Networks with Adaptive Immune Genetic Algorithm....Pages 922-930
Lamarckian Polyclonal Programming Algorithm for Global Numerical Optimization....Pages 931-940
Coevolutionary Genetic Algorithms to Simulate the Immune System’s Gene Libraries Evolution....Pages 941-944
Clone Mind Evolution Algorithm....Pages 945-950
The Application of IMEA in Nonlinearity Correction of VCO Frequency Modulation....Pages 951-956
A Quick Optimizing Multi-variables Method with Complex Target Function Based on the Principle of Artificial Immunology....Pages 957-962
Operator Dynamics in Molecular Biology....Pages 963-977
Analysis of Complete Convergence for Genetic Algorithm with Immune Memory....Pages 978-982
New Operators for Faster Convergence and Better Solution Quality in Modified Genetic Algorithm....Pages 983-991
Fuzzy Programming for Multiobjective Fuzzy Job Shop Scheduling with Alternative Machines Through Genetic Algorithms....Pages 992-1004
The Study of Special Encoding in Genetic Algorithms and a Sufficient Convergence Condition of GAs....Pages 1005-1014
The Convergence of a Multi-objective Evolutionary Algorithm Based on Grids....Pages 1015-1024
Influence of Finite Population Size –Extinction of Favorable Schemata–....Pages 1025-1034
A Theoretical Model and Convergence Analysis of Memetic Evolutionary Algorithms....Pages 1035-1043
New Quality Measures for Multiobjective Programming....Pages 1044-1048
An Orthogonal Dynamic Evolutionary Algorithm with Niches....Pages 1049-1063
Fitness Sharing Genetic Algorithm with Self-adaptive Annealing Peaks Radii Control Method....Pages 1064-1071
A Novel Clustering Fitness Sharing Genetic Algorithm....Pages 1072-1079
Cooperative Co-evolutionary Differential Evolution for Function Optimization....Pages 1080-1088
Optimal Design for Urban Mass Transit Network Based on Evolutionary Algorithms....Pages 1089-1100
A Method for Solving Nonlinear Programming Models with All Fuzzy Coefficients Based on Genetic Algorithm....Pages 1101-1104
An Evolutionary Algorithm Based on Stochastic Weighted Learning for Constrained Optimization....Pages 1105-1111
A Multi-cluster Grid Enabled Evolution Framework for Aerodynamic Airfoil Design Optimization....Pages 1112-1121
A Search Algorithm for Global Optimisation....Pages 1122-1130
Selection, Space and Diversity: What Can Biological Speciation Tell Us About the Evolution of Modularity?....Pages 1131-1144
On Evolutionary Optimization of Large Problems Using Small Populations....Pages 1145-1154
Reaction-Driven Membrane Systems....Pages 1155-1158
A Genetic Algorithm Based Method for Molecular Docking....Pages 1159-1163
A New Encoding Scheme to Improve the Performance of Protein Structural Class Prediction....Pages 1164-1173
DNA Computing Approach to Construction of Semantic Model....Pages 1174-1181
DNA Computing for Complex Scheduling Problem....Pages 1182-1191
On Designing DNA Databases for the Storage and Retrieval of Digital Signals....Pages 1192-1201
Composite Module Analyst: Tool for Prediction of DNA Transcription Regulation. Testing on Simulated Data....Pages 1202-1205
Simulation and Visualization for DNA Computing in Microreactors....Pages 1206-1217
A Novel Ant Clustering Algorithm with Digraph....Pages 1218-1228
Ant Colony Search Algorithms for Optimal Packing Problem....Pages 1229-1238
Adaptive Parallel Ant Colony Algorithm....Pages 1239-1249
Hierarchical Image Segmentation Using Ant Colony and Chemical Computing Approach....Pages 1250-1258
Optimization of Container Load Sequencing by a Hybrid of Ant Colony Optimization and Tabu Search....Pages 1259-1268
A Novel Ant Colony System Based on Minimum 1-Tree and Hybrid Mutation for TSP....Pages 1269-1278
Back Matter....Pages -