Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part III

Front Matter....Pages -
Traffic Volume Forecasting Based on Wavelet Transform and Neural Networks....Pages 1-7
Prediction of Railway Passenger Traffic Volume by means of LS-SVM....Pages 8-14
Traffic Flow Modeling of Urban Expressway Using Artificial Neural Networks....Pages 15-22
Radial Basis Function Network for Traffic Scene Classification in Single Image Mode....Pages 23-32
A New Method for Traffic Signs Classification Using Probabilistic Neural Networks....Pages 33-39
Detection for Triangle Traffic Sign Based on Neural Network....Pages 40-45
Vanishing Point and Gabor Feature Based Multi-resolution On-Road Vehicle Detection....Pages 46-51
Recognition of Road Signs with Mixture of Neural Networks and Arbitration Modules....Pages 52-57
Vehicle Classification in Wireless Sensor Networks Based on Rough Neural Network....Pages 58-65
Neural Network Approach to Identify Model of Vehicles....Pages 66-72
An Intelligent Vehicle Security System Based on Modeling Human Driving Behaviors....Pages 73-81
Adaptive Neural Network Control of Helicopters....Pages 82-87
Modified Hopfield Neural Network for CDMA Multiuser Detection....Pages 88-93
Blind Multiuser Detection Based on Kernel Approximation....Pages 94-101
A Novel Blind Multiuser Detection Model over Flat Fast Fading Channels....Pages 102-107
Robust Multiuser Detection Method Based on Neural-net Preprocessing in Impulsive Noise Environment....Pages 108-113
Channel Equalization Using Complex Extreme Learning Machine with RBF Kernels....Pages 114-119
Nonlinear Channel Equalization Using Concurrent Support Vector Machine Processor....Pages 120-127
Recursive Complex Extreme Learning Machine with Widely Linear Processing for Nonlinear Channel Equalizer....Pages 128-134
A Study on the Detection Algorithm of QPSK Signal Using TDNN....Pages 135-143
The BP Network for Carrier Frequency Offset Estimation in OFDM-Based WLANs....Pages 144-149
The LD-CELP Gain Filter Based on BP Neural Network....Pages 150-155
A Neural Network Based Application Layer Multicast Routing Protocol....Pages 156-164
A Neural Network Decision-Making Mechanism for Robust Video Transmission over 3G Wireless Network....Pages 165-170
A Multilevel Quantifying Spread Spectrum PN Sequence Based on Chaos of Cellular Neural Network....Pages 171-177
An Experimental Hyper-Chaos Spread Spectrum Communication System Based on CNN....Pages 178-183
A Resource Allocating Neural Network Based Approach for Detecting End-to-End Network Performance Anomaly....Pages 184-189
Recurrent Neural Network Inference of Internal Delays in Nonstationary Data Network....Pages 190-195
Multiscale BiLinear Recurrent Neural Networks and Their Application to the Long-Term Prediction of Network Traffic....Pages 196-201
Bandwidth Prediction and Congestion Control for ABR Traffic Based on Neural Networks....Pages 202-207
Application of Neural Networks in Network Control and Information Security....Pages 208-213
Enhancing the Transmission Security of Content-Based Hidden Biometric Data....Pages 214-223
Building Lightweight Intrusion Detection System Based on Random Forest....Pages 224-230
Intrusion Detection Based on Fuzzy Neural Networks....Pages 231-239
Intrusion Detection Using PCASOM Neural Networks....Pages 240-245
A Mutated Intrusion Detection System Using Principal Component Analysis and Time Delay Neural Network....Pages 246-254
A Novel Intrusion Detection Model Based on Multi-layer Self-Organizing Maps and Principal Component Analysis....Pages 255-260
A Modified RBF Neural Network for Network Anomaly Detection....Pages 261-266
Anti-worm Immunization of Web System Based on Normal Model and BP Neural Network....Pages 267-272
Data Hiding in Neural Network Prediction Errors....Pages 273-278
The Minimum Detectable Capacity of Digital Image Information Hiding....Pages 279-284
Robust Digital Image Watermarking Algorithm Using BPN Neural Networks....Pages 285-292
A Novel Watermarking Method with Image Signature....Pages 293-298
Robust Halftone Image Watermarking Scheme Based on Neural Networks....Pages 299-305
A Blind Source Separation Based Multi-bit Digital Audio Watermarking Scheme....Pages 306-311
A 2DPCA-Based Video Watermarking Scheme for Resistance to Temporal Desynchronization....Pages 312-317
A Fast Decryption Algorithm for BSS-Based Image Encryption....Pages 318-325
A Novel Cryptographic Scheme Based on Wavelet Neural Networks....Pages 326-331
Combining RBF Neural Network and Chaotic Map to Construct Hash Function....Pages 332-339
Multiple-Point Bit Mutation Method of Detector Generation for SNSD Model....Pages 340-345
An Erotic Image Recognition Algorithm Based on Trunk Model and SVM Classification....Pages 346-351
Sensor Validation Using Nonlinear Minor Component Analysis....Pages 352-357
Fault Diagnosis with Enhanced Neural Network Modelling....Pages 358-363
Fault Detection and Diagnosis Using Neural Network Design....Pages 364-369
Certainty Improvement in Diagnosis of Multiple Faults by Using Versatile Membership Functions for Fuzzy Neural Networks....Pages 370-375
Fault Detection of Reactive Ion Etching Using Time Series Neural Networks....Pages 376-381
Intelligent Diagnostics for Sound Reproduction System by the Use of PEAQ....Pages 382-389
Active Learning of Support Vector Machine for Fault Diagnosis of Bearings....Pages 390-395
Growing Structure Multiple Model System Based Anomaly Detection for Crankshaft Monitoring....Pages 396-405
Fault Diagnosis for Induction Machines Using Kernel Principal Component Analysis....Pages 406-413
Application of RBF and SOFM Neural Networks on Vibration Fault Diagnosis for Aero-engines....Pages 414-419
Predictive Fault Detection and Diagnosis of Nuclear Power Plant Using the Two-Step Neural Network Models....Pages 420-425
Kernel PCA Based Faults Diagnosis for Wastewater Treatment System....Pages 426-431
On the Symbolic Analysis of Market Indicators with the Dynamic Programming Approach....Pages 432-441
Neural Network Method to Predict Stock Price Movement Based on Stock Information Entropy....Pages 442-451
Stock Time Series Forecasting Using Support Vector Machines Employing Analyst Recommendations....Pages 452-457
Stock Index Prediction Based on the Analytical Center of Version Space....Pages 458-463
Comparison of Forecasting Performance of AR, STAR and ANN Models on the Chinese Stock Market Index....Pages 464-470
Index Prediction of KOSPI 200 Based on Data Models and Knowledge Rules for Qualitative and Quantitative Approach....Pages 471-476
Modular Neural Network Rule Extraction Technique in Application to Country Stock Cooperate Governance Structure....Pages 477-484
A Hybrid Support Vector Machines and Discrete Wavelet Transform Model in Futures Price Forecasting....Pages 485-490
A Novel Learning Network for Option Pricing with Confidence Interval Information....Pages 491-497
An Adaptive BP Algorithm with Optimal Learning Rates and Directional Error Correction for Foreign Exchange Market Trend Prediction....Pages 498-503
Recurrent Self-Organising Maps and Local Support Vector Machine Models for Exchange Rate Prediction....Pages 504-511
Selection of the Appropriate Lag Structure of Foreign Exchange Rates Forecasting Based on Autocorrelation Coefficient....Pages 512-517
Exchange Rate Forecasting Using Flexible Neural Trees....Pages 518-523
Local Volatility Function Approximation Using Reconstructed Radial Basis Function Networks....Pages 524-530
Visualization of Dynamic Brain Activities Based on the Single-Trial MEG and EEG Data Analysis....Pages 531-540
Multichannel Classification of Single EEG Trials with Independent Component Analysis....Pages 541-547
Application of SVM Framework for Classification of Single Trial EEG....Pages 548-553
Normal and Hypoxia EEG Recognition Based on a Chaotic Olfactory Model....Pages 554-559
Nonlinear Dynamics of EEG Signal Based on Coupled Network Lattice Model....Pages 560-565
ICA-Based EEG Spatio-temporal Dipole Source Localization: A Model Study....Pages 566-572
Networking Property During Epileptic Seizure with Multi-channel EEG Recordings....Pages 573-578
Time-Frequency Analysis of EEG Based on Event Related Cognitive Task....Pages 579-585
Adaptable Noise Reduction of ECG Signals for Feature Extraction....Pages 586-591
Mining the Independent Source of ERP Components with ICA Decomposition....Pages 592-599
Multiple Signal Classification Based on Chaos Optimization Algorithm for MEG Sources Localization....Pages 600-605
Automatic Segmentation of Putamen from Brain MRI....Pages 606-613
A Neural Network Model for the Estimation of Time-to-Collision....Pages 614-619
Classification of Movement-Related Potentials for Brain-Computer Interface: A Reinforcement Training Approach....Pages 620-628
Two-Class SVM Trees (2-SVMT) for Biomarker Data Analysis....Pages 629-634
Interpreting Gene Profiles from Biomedical Literature Mining with Self Organizing Maps....Pages 635-641
Mining Protein Interaction from Biomedical Literature with Relation Kernel Method....Pages 642-647
A Study of Particle Swarm Optimization in Gene Regulatory Networks Inference....Pages 648-653
Support Vector Machine Approach for Retained Introns Prediction Using Sequence Features....Pages 654-659
Prediction of Protein-Protein Interface Residues Using Sequence Neighborhood and Surface Properties....Pages 660-666
Prediction of Protein Subcellular Multi-locations with a Min-Max Modular Support Vector Machine....Pages 667-673
Prediction of Protein Domains from Sequence Information Using Support Vector Machines....Pages 674-681
Using a Neural Networking Method to Predict the Protein Phosphorylation Sites with Specific Kinase....Pages 682-689
Neural Feature Association Rule Mining for Protein Interaction Prediction....Pages 690-695
Prediction of Contact Maps Using Modified Transiently Chaotic Neural Network....Pages 696-701
Identification of Cell-Cycle Phases Using Neural Network and Steerable Filter Features....Pages 702-709
Prediction of the Human Papillomavirus Risk Types Using Gap-Spectrum Kernels....Pages 710-715
Extreme Learning Machine for Predicting HLA-Peptide Binding....Pages 716-721
Identifying Transcription Factor Binding Sites Based on a Neural Network....Pages 722-727
TSFSOM: Transmembrane Segments Prediction by Fuzzy Self-Organizing Map....Pages 728-733
Analysis of Multifibre Renal Sympathetic Nerve Recordings....Pages 734-739
A New Color Blindness Cure Model Based on BP Neural Network....Pages 740-745
Design of RBF Network Based on Fuzzy Clustering Method for Modeling of Respiratory System....Pages 746-753
Recognition of Fatty Liver Using Hybrid Neural Network....Pages 754-759
A Novel Fast Fuzzy Neural Network Backpropagation Algorithm for Colon Cancer Cell Image Discrimination....Pages 760-769
Poultry Skin Tumor Detection in Hyperspectral Images Using Radial Basis Probabilistic Neural Network....Pages 770-776
Combination of Network Construction and Cluster Analysis and Its Application to Traditional Chinese Medicine....Pages 777-785
Differentiation of Syndromes with SVM....Pages 786-791
Neural Network Based Posture Control of a Human Arm Model in the Sagittal Plane....Pages 792-798
Neural Network Models for Transforming Consumer Perception into Product Form Design....Pages 799-804
2D Pattern Design of Upper Outer from 3D Specification Based on Neural Networks....Pages 805-814
Design of a Broadband Microwave Amplifier Using Neural Performance Data Sheets and Very Fast Simulated Reannealing....Pages 815-820
An Intelligent System for the Heatsink Design....Pages 821-827
Learning Shape for Jet Engine Novelty Detection....Pages 828-835
Support Vector Machine in Novelty Detection for Multi-channel Combustion Data....Pages 836-843
A Levinson Predictor Based Compensatory Fuzzy Neural Network and Its Application in Crude Oil Distillation Process Modeling....Pages 844-851
Laminar Cooling Process Model Development Using RBF Networks....Pages 852-857
Hybrid Intelligent Control Strategy of the Laminar Cooling Process....Pages 858-863
Application of Adaptable Neural Networks for Rolling Force Set-Up in Optimization of Rolling Schedules....Pages 864-869
Multiple Neural Network Modeling Method for Carbon and Temperature Estimation in Basic Oxygen Furnace....Pages 870-875
Air-Fuel-Ratio Optimal Control of a Gas Heating Furnace Based on Fuzzy Neural Networks....Pages 876-884
An Evolutionary Hybrid Model for the Prediction of Flow Stress of Steel....Pages 885-890
Meta-Learning Evolutionary Artificial Neural Network for Selecting Flexible Manufacturing Systems....Pages 891-897
A Multi-Criteria Decision Making Procedure Based on Neural Networks for Kanban Allocation....Pages 898-905
On-Line Measurement of Production Plan Track Based on Extension Matter-Element Theory....Pages 906-913
Modeling and Optimization of High-Technology Manufacturing Productivity....Pages 914-920
Scheduling of Re-entrant Lines with Neuro-Dynamic Programming Based on a New Evaluating Criterion....Pages 921-926
A Constraint Satisfaction Adaptive Neural Network with Dynamic Model for Job-Shop Scheduling Problem....Pages 927-932
Neural Network Based Industrial Processes Monitoring....Pages 933-938
A New Method for Process Monitoring Based on Mixture Probabilistic Principal Component Analysis Models....Pages 939-944
On-Line Nonlinear Process Monitoring Using Kernel Principal Component Analysis and Neural Network....Pages 945-950
On-Line Batch Process Monitoring Using Multiway Kernel Independent Component Analysis....Pages 951-956
Tool Wear Monitoring Using FNN with Compact Support Gaussian Function....Pages 957-963
Intelligent Classification of Cutting Tool Wear States....Pages 964-969
Neural Networks-Based In-Process Surface Roughness Adaptive Control System in Turning Operations....Pages 970-975
Modeling of Micro Spring Tension Force for Vertical Type Probe Card Fabrication....Pages 976-981
Identification of Crack Location and Depth in Rotating Machinery Based on Artificial Neural Network....Pages 982-990
Natural Color Recognition Using Fuzzification and a Neural Network for Industrial Applications....Pages 991-996
Design of a High Precision Temperature Measurement System....Pages 997-1004
Integrating Computational Fluid Dynamics and Neural Networks to Predict Temperature Distribution of the Semiconductor Chip with Multi-heat Sources....Pages 1005-1013
Modeling and Characterization of Plasma Processes Using Modular Neural Network....Pages 1014-1019
Prediction of Plasma Enhanced Deposition Process Using GA-Optimized GRNN....Pages 1020-1027
Prediction of Radio Frequency Impedance Matching in Plasma Equipment Using Neural Network....Pages 1028-1035
Recognition of Plasma-Induced X-Ray Photoelectron Spectroscopy Fault Pattern Using Wavelet and Neural Network....Pages 1036-1042
Polynomial Neural Network Modeling of Reactive Ion Etching Process Using GMDH Method....Pages 1043-1052
Wafer Yield Estimation Using Support Vector Machines....Pages 1053-1058
Dynamic Soft-Sensing Model by Combining Diagonal Recurrent Neural Network with Levinson Predictor....Pages 1059-1064
Thermal Properties Reduced Models by ANN in Process Simulation....Pages 1065-1070
Nonlinear Identification of a PEM Fuel Cell Humidifier Using Wavelet Networks....Pages 1071-1077
Application of RBF Neural Networks Based on a New Hybrid Optimization Algorithm in Flotation Process....Pages 1078-1084
Estimation of Some Crucial Variables in Erythromycin Fermentation Process Based on ANN Left-Inversion....Pages 1085-1090
The Control of Membrane Thickness in PECVD Process Utilizing a Rule Extraction Technique of Neural Networks....Pages 1091-1098
PCA-Based Neural Network Modeling Using the Photoluminescence Data for Growth Rate of ZnO Thin Films Fabricated by Pulsed Laser Deposition....Pages 1099-1104
Wood Defects Classification Using a SOM/FFP Approach with Minimum Dimension Feature Vector....Pages 1105-1110
A Kernel Based Multi-resolution Time Series Analysis for Screening Deficiencies in Paper Production....Pages 1111-1116
Using Directed Acyclic Graph Support Vector Machines with Tabu Search for Classifying Faulty Product Types....Pages 1117-1125
Product Quality Prediction with Support Vector Machines....Pages 1126-1131
Hierarchical Neural Network Based Product Quality Prediction of Industrial Ethylene Pyrolysis Process....Pages 1132-1137
A Sub-stage Moving Window GRNN Quality Prediction Method for Injection Molding Processes....Pages 1138-1143
Joint Time-Frequency and Kernel Principal Component Based SOM for Machine Maintenance....Pages 1144-1154
Automatic Recognition and Evaluation of Natural Language Commands....Pages 1155-1160
Natural Language Human-Machine Interface Using Artificial Neural Networks....Pages 1161-1166
Implementing a Chinese Character Browser Using a Topography-Preserving Map....Pages 1167-1172
A Soft Computing Method of Economic Contribution Rate of Education: A Case of China....Pages 1173-1180
Improving Population Estimation with Neural Network Models....Pages 1181-1186
Application of Fuzzy Neural Network for Real Estate Prediction....Pages 1187-1191
Local Neural Networks of Space-Time Predicting Modeling for Lattice Data in GIS....Pages 1192-1201
Modeling Meteorological Prediction Using Particle Swarm Optimization and Neural Network Ensemble....Pages 1202-1209
A Fast Cloud Detection Approach by Integration of Image Segmentation and Support Vector Machine....Pages 1210-1215
Application of Support Vector Machines to Vapor Detection and Classification for Environmental Monitoring of Spacecraft....Pages 1216-1222
Artificial Neural Network Methodology for Three-Dimensional Seismic Parameters Attenuation Analysis....Pages 1223-1230
Estimation of the Future Earthquake Situation by Using Neural Networks Ensemble....Pages 1231-1236
An Expert System Based on BP Neural Networks for Pre-splitting Blasting Design....Pages 1237-1241
Surface Reconstruction Based on Radial Basis Functions Network....Pages 1242-1247
Determination of Gas and Water Volume Fraction in Oil Water Gas Pipe Flow Using Neural Networks Based on Dual Modality Densitometry....Pages 1248-1253
Application of Neural Network in Metal Loss Evaluation for Gas Conducting Pipelines....Pages 1254-1260
Soft Sensor Using PNN Model and Rule Base for Wastewater Treatment Plant....Pages 1261-1269
Knowledge Acquisition Based on Neural Networks for Performance Evaluation of Sugarcane Harvester....Pages 1270-1276
Application of Artificial Neural Network in Countercurrent Spray Saturator....Pages 1277-1282
Wavelet Neural Networks Approach for Dynamic Measuring Error Decomposition....Pages 1283-1289
Maneuvering Target Tracking Based on Unscented Particle Filter Aided by Neutral Network....Pages 1290-1295
Application of Principal Component-Artificial Neural Networks in Near Infrared Spectroscopy Quantitative Analysis....Pages 1296-1303
Application of Neural Networks for Integrated Circuit Modeling....Pages 1304-1312
Power Estimation of CMOS Circuits by Neural Network Macromodel....Pages 1313-1318
An Efficient Hardware Architecture for a Neural Network Activation Function Generator....Pages 1319-1327
A Design and Implementation of Reconfigurable Architecture for Neural Networks Based on Systolic Arrays....Pages 1328-1333
Hardware In-the-Loop Training of Analogue Neural Network Chip....Pages 1334-1339
Implementation of a Neural Network Processor Based on RISC Architecture for Various Signal Processing Applications....Pages 1340-1349
Fully-Pipelining Hardware Implementation of Neural Network for Text-Based Images Retrieval....Pages 1350-1356
FPGA Implementation of a Neural Network for Character Recognition....Pages 1357-1365
A Silicon Synapse Based on a Charge Transfer Device for Spiking Neural Network Application....Pages 1366-1373
Effect of Steady and Relaxation Oscillations in Brillouin-Active Fiber Structural Sensor Based Neural Network in Smart Structures....Pages 1374-1379
A Novel All-Optical Neural Network Based on Coupled Ring Lasers....Pages 1380-1385
Back Matter....Pages -