Ebook: Advances in Neural Networks - ISNN 2004: International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part II

This book constitutes the proceedings of the International Symposium on Neural N- works (ISNN 2004) held in Dalian, Liaoning, China duringAugust 19–21, 2004. ISNN 2004 received over 800 submissions from authors in ?ve continents (Asia, Europe, North America, South America, and Oceania), and 23 countries and regions (mainland China, Hong Kong, Taiwan, South Korea, Japan, Singapore, India, Iran, Israel, Turkey, Hungary, Poland, Germany, France, Belgium, Spain, UK, USA, Canada, Mexico, - nezuela, Chile, andAustralia). Based on reviews, the Program Committee selected 329 high-quality papers for presentation at ISNN 2004 and publication in the proceedings. The papers are organized into many topical sections under 11 major categories (theo- tical analysis; learning and optimization; support vector machines; blind source sepa- tion,independentcomponentanalysis,andprincipalcomponentanalysis;clusteringand classi?cation; robotics and control; telecommunications; signal, image and time series processing; detection, diagnostics, and computer security; biomedical applications; and other applications) covering the whole spectrum of the recent neural network research and development. In addition to the numerous contributed papers, ?ve distinguished scholars were invited to give plenary speeches at ISNN 2004. ISNN 2004 was an inaugural event. It brought together a few hundred researchers, educators,scientists,andpractitionerstothebeautifulcoastalcityDalianinnortheastern China. It provided an international forum for the participants to present new results, to discuss the state of the art, and to exchange information on emerging areas and future trends of neural network research. It also created a nice opportunity for the participants to meet colleagues and make friends who share similar research interests.

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The two volume set LNCS 3173/3174 constitutes the refereed proceedings of the International Symposium on Neural Networks, ISNN 2004, held in Dalian, China in August 2004.

The 329 papers presented were carefully reviewed and selected from more than 800 submissions. The papers span the entire scope of neural computing and its applications; they are organized in 11 major topical parts on theoretical analysis; learning and optimization; support vector machines; blind source separation, independent component analysis, and principal component analysis; clustering and classification; robotics and control; telecommunications; signal image, and time series analysis; biomedical applications; detection, diagnosis, and computer security; and other applications.

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The two volume set LNCS 3173/3174 constitutes the refereed proceedings of the International Symposium on Neural Networks, ISNN 2004, held in Dalian, China in August 2004.

The 329 papers presented were carefully reviewed and selected from more than 800 submissions. The papers span the entire scope of neural computing and its applications; they are organized in 11 major topical parts on theoretical analysis; learning and optimization; support vector machines; blind source separation, independent component analysis, and principal component analysis; clustering and classification; robotics and control; telecommunications; signal image, and time series analysis; biomedical applications; detection, diagnosis, and computer security; and other applications.

Content:
Front Matter....Pages -
Application of RBFNN for Humanoid Robot Real Time Optimal Trajectory Generation in Running....Pages 1-6
Full-DOF Calibration-Free Robotic Hand-Eye Coordination Based on Fuzzy Neural Network....Pages 7-12
Neuro-Fuzzy Hybrid Position/Force Control for a Space Robot with Flexible Dual-Arms....Pages 13-18
Mobile Robot Path-Tracking Using an Adaptive Critic Learning PD Controller....Pages 19-24
Reinforcement Learning and ART2 Neural Network Based Collision Avoidance System of Mobile Robot....Pages 25-34
FEL-Based Adaptive Dynamic Inverse Control for Flexible Spacecraft Attitude Maneuver....Pages 35-41
Multivariable Generalized Minimum Variance Control Based on Artificial Neural Networks and Gaussian Process Models....Pages 42-51
A Neural Network Based Method for Solving Discrete-Time Nonlinear Output Regulation Problem in Sampled-Data Systems....Pages 52-58
The Design of Fuzzy Controller by Means of CI Technologies-Based Estimation Technique....Pages 59-64
A Neural Network Adaptive Controller for Explicit Congestion Control with Time Delay....Pages 65-70
Robust Adaptive Control Using Neural Networks and Projection....Pages 71-76
Design of PID Controllers Using Genetic Algorithms Approach for Low Damping, Slow Response Plants....Pages 77-82
Neural Network Based Fault Tolerant Control of a Class of Nonlinear Systems with Input Time Delay....Pages 83-90
Run-to-Run Iterative Optimization Control of Batch Processes Based on Recurrent Neural Networks....Pages 91-96
Time-Delay Recurrent Neural Networks for Dynamic Systems Control....Pages 97-103
Feedforward-Feedback Combined Control System Based on Neural Network....Pages 104-109
Online Learning CMAC Neural Network Control Scheme for Nonlinear Systems....Pages 110-116
Pole Placement Control for Nonlinear Systems via Neural Networks....Pages 117-122
RBF NN-Based Backstepping Control for Strict Feedback Block Nonlinear System and Its Application....Pages 123-128
Model Reference Control Based on SVM....Pages 129-137
PID Controller Based on the Artificial Neural Network....Pages 138-143
Fuzzy Predictive Control Based on PEMFC Stack....Pages 144-149
Adaptive Control for Induction Servo Motor Based on Wavelet Neural Networks....Pages 150-155
The Application of Single Neuron Adaptive PID Controller in Control System of Triaxial and Torsional Shear Apparatus....Pages 156-162
Ram Velocity Control in Plastic Injection Molding Machines with Neural Network Learning Control....Pages 163-168
Multiple Models Neural Network Decoupling Controller for a Nonlinear System....Pages 169-174
Feedback-Assisted Iterative Learning Control for Batch Polymerization Reactor....Pages 175-180
Recent Developments on Applications of Neural Networks to Power Systems Operation and Control: An Overview....Pages 181-187
A Novel Fermentation Control Method Based on Neural Networks....Pages 188-193
Modeling Dynamic System by Recurrent Neural Network with State Variables....Pages 194-199
Robust Friction Compensation for Servo System Based on LuGre Model with Uncertain Static Parameters....Pages 200-205
System Identification Using Adjustable RBF Neural Network with Stable Learning Algorithms....Pages 206-211
A System Identification Method Based on Multi-layer Perception and Model Extraction....Pages 212-217
Complex Model Identification Based on RBF Neural Network....Pages 218-223
A Noisy Chaotic Neural Network Approach to Topological Optimization of a Communication Network with Reliability Constraints....Pages 224-229
Space-Time Multiuser Detection Combined with Adaptive Wavelet Networks over Multipath Channels....Pages 230-235
Optimizing Sensor Node Distribution with Genetic Algorithm in Wireless Sensor Network....Pages 236-241
Fast De-hopping and Frequency Hopping Pattern (FHP) Estimation for DS/FHSS Using Neural Networks....Pages 242-247
Autoregressive and Neural Network Model Based Predictions for Downlink Beamforming....Pages 248-253
Forecast and Control of Anode Shape in Electrochemical Machining Using Neural Network....Pages 254-261
A Hybrid Neural Network and Genetic Algorithm Approach for Multicast QoS Routing....Pages 262-268
Performance Analysis of Recurrent Neural Networks Based Blind Adaptive Multiuser Detection in Asynchronous DS-CDMA Systems....Pages 269-274
Neural Direct Sequence Spread Spectrum Acquisition....Pages 275-280
Multi-stage Neural Networks for Channel Assignment in Cellular Radio Networks....Pages 281-286
Experimental Spread Spectrum Communication System Based on CNN....Pages 287-292
Neural Congestion Control Algorithm in ATM Networks with Multiple Node....Pages 293-298
Neural Compensation of Linear Distortion in Digital Communications....Pages 299-304
On the Performance of Space-Time Block Coding Based on ICA Neural Networks....Pages 305-310
ICA-Based Beam Space-Time Block Coding with Transmit Antenna Array Selection....Pages 311-316
Nonlinear Dynamic Method to Suppress Reverberation Based on RBF Neural Networks....Pages 317-323
A New Scheme for Detection and Classification of Subpixel Spectral Signatures in Multispectral Data....Pages 324-330
A Rough-Set-Based Fuzzy-Neural-Network System for Taste Signal Identification....Pages 331-336
A Novel Signal Detection Subsystem of Radar Based on HA-CNN....Pages 337-343
Real-Time Detection of Signal in the Noise Based on the RBF Neural Network and Its Application....Pages 344-349
Classification of EEG Signals Under Different Brain Functional States Using RBF Neural Network....Pages 350-355
Application of a Wavelet Adaptive Filter Based on Neural Network to Minimize Distortion of the Pulsatile Spectrum....Pages 356-361
Spectral Analysis and Recognition Using Multi-scale Features and Neural Networks....Pages 362-368
A Novel Fuzzy Filter for Impulse Noise Removal....Pages 369-374
Neural Network Aided Adaptive Kalman Filter for Multi-sensors Integrated Navigation....Pages 375-380
Solely Excitatory Oscillator Network for Color Image Segmentation....Pages 381-386
Image De-noising Using Cross-Validation Method with RBF Network Representation....Pages 387-392
Ultrasonic C-scan Image Restoration Using Radial Basis Function Network....Pages 393-398
Automatic Image Segmentation Based on a Simplified Pulse Coupled Neural Network....Pages 399-404
Face Pose Estimation Based on Eigenspace Analysis and Fuzzy Clustering....Pages 405-410
Chaotic Time Series Prediction Based on Local-Region Multi-steps Forecasting Model....Pages 411-417
Nonlinear Prediction Model Identification and Robust Prediction of Chaotic Time Series....Pages 418-423
Wavelet Neural Networks for Nonlinear Time Series Analysis....Pages 424-429
Neural Networks Determining Injury by Salt Water for Distribution Lines....Pages 430-435
EEG Source Localization Using Independent Residual Analysis....Pages 436-441
Classifying G-protein Coupled Receptors with Support Vector Machine....Pages 442-447
A Novel Individual Blood Glucose Control Model Based on Mixture of Experts Neural Networks....Pages 448-452
Tracking the Amplitude Variation of Evoked Potential by ICA and WT....Pages 453-458
A Novel Method for Gene Selection and Cancer Classification....Pages 459-464
Nonnegative Matrix Factorization for EEG Signal Classification....Pages 465-469
A Novel Clustering Analysis Based on PCA and SOMs for Gene Expression Patterns....Pages 470-475
Feedback Selective Visual Attention Model Based on Feature Integration Theory....Pages 476-481
Realtime Monitoring of Vascular Conditions Using a Probabilistic Neural Network....Pages 482-487
Capturing Long-Term Dependencies for Protein Secondary Structure Prediction....Pages 488-493
A Method for Fast Estimation of Evoked Potentials Based on Independent Component Analysis....Pages 494-500
Estimation of Pulmonary Elastance Based on RBF Expression....Pages 501-506
Binary Input Encoding Strategy Based Neural Network for Globulin Protein Inter-residue Contacts Map Prediction....Pages 507-512
Genetic Regulatory Systems Modeled by Recurrent Neural Network....Pages 513-518
A New Computational Model of Biological Vision for Stereopsis....Pages 519-524
A Reconstruction Approach to CT with Cauchy RBFs Network....Pages 525-530
Fault Diagnosis on Satellite Attitude Control with Dynamic Neural Network....Pages 531-536
A New Strategy for Fault Detection of Nonlinear Systems Based on Neural Networks....Pages 537-542
Non-stationary Fault Diagnosis Based on Local-Wave Neural Network....Pages 543-548
Hybrid Neural Network Based Gray-Box Approach to Fault Detection of Hybrid Systems....Pages 549-554
Application of Enhanced Independent Component Analysis to Leak Detection in Transport Pipelines....Pages 555-560
Internet-Based Remote Monitoring and Fault Diagnosis System....Pages 561-566
Rough Sets and Partially-Linearized Neural Network for Structural Fault Diagnosis of Rotating Machinery....Pages 567-573
Transient Stability Assessment Using Radial Basis Function Networks....Pages 574-580
An Optimized Shunt Hybrid Power Quality Conditioner Based on an Adaptive Neural Network for Power Quality Improvement in Power Distribution Network....Pages 581-586
Cyclic Statistics Based Neural Network for Early Fault Diagnosis of Rolling Element Bearings....Pages 587-594
Application of BP Neural Network for the Abnormity Monitoring in Slab Continuous Casting....Pages 595-600
A TVAR Parametric Model Applying for Detecting Anti-electric-Corona Discharge....Pages 601-606
The Study on Crack Diagnosis Based on Fuzzy Neural Networks Using Different Indexes....Pages 607-612
Blind Fault Diagnosis Algorithm for Integrated Circuit Based on the CPN Neural Networks....Pages 613-618
A Chaotic-Neural-Network-Based Encryption Algorithm for JPEG2000 Encoded Images....Pages 619-626
A Combined Hash and Encryption Scheme by Chaotic Neural Network....Pages 627-632
A Novel Symmetric Cryptography Based on Chaotic Signal Generator and a Clipped Neural Network....Pages 633-638
A Neural Network Based Blind Watermarking Scheme for Digital Images....Pages 639-644
Color Image Watermarking Based on Neural Networks....Pages 645-650
A Novel Intrusion Detection Method Based on Principle Component Analysis in Computer Security....Pages 651-656
A Novel Wavelet Image Watermarking Scheme Combined with Chaos Sequence and Neural Network....Pages 657-662
Quantum Neural Network for Image Watermarking....Pages 663-668
An NN-Based Malicious Executables Detection Algorithm Based on Immune Principles....Pages 669-674
The Algorithm for Detecting Hiding Information Based on SVM....Pages 675-680
An E-mail Filtering Approach Using Neural Network....Pages 681-687
Topography-Enhanced BMU Search in Self-Organizing Maps....Pages 688-694
Nonlinear Optimal Estimation for Neural Networks Data Fusion....Pages 695-700
Improvement of Data Visualization Based on SOM....Pages 701-706
Research on Neural Network Method in GPS Data Transformation....Pages 707-712
Dynamic File Allocation in Storage Area Networks with Neural Network Prediction....Pages 713-718
Competitive Algorithms for Online Leasing Problem in Probabilistic Environments....Pages 719-724
Wavelet Network for Nonlinear Regression Using Probabilistic Framework....Pages 725-730
A Neural Network Approach for Indirect Shape from Shading....Pages 731-736
A Hybrid Radial Basis Function Neural Network for Dimensional Error Prediction in End Milling....Pages 737-742
Bayesian Neural Networks for Life Modeling and Prediction of Dynamically Tuned Gyroscopes....Pages 743-748
Furnace Temperature Modeling for Continuous Annealing Process Based on Generalized Growing and Pruning RBF Neural Network....Pages 749-754
A Learning-Based Contact Model in Belt-Grinding Processes....Pages 755-760
Application of General Regression Neural Network to Vibration Trend Prediction of Rotating Machinery....Pages 761-766
A Novel Nonlinear Projection to Latent Structures Algorithm....Pages 767-772
Inversing Reinforced Concrete Beams Flexural Load Rating Using ANN and GA Hybrid Algorithm....Pages 773-778
Determining of the Delay Time for a Heating Ventilating and Air-Conditioning Plant Using Two Weighted Neural Network Approach....Pages 779-785
Intelligent Forecast Procedures for Slope Stability with Evolutionary Artificial Neural Network....Pages 786-791
Structural Reliability Analysis via Global Response Surface Method of BP Neural Network....Pages 792-798
Modeling Temperature Drift of FOG by Improved BP Algorithm and by Gauss-Newton Algorithm....Pages 799-804
A Novel Chaotic Neural Network for Automatic Material Ratio System....Pages 805-812
Finite Element Analysis of Structures Based on Linear Saturated System Model....Pages 813-819
Neural Network Based Fatigue Cracks Evolution....Pages 820-825
Density Prediction of Selective Laser Sintering Parts Based on Artificial Neural Network....Pages 826-831
Structure Optimization of Pneumatic Tire Using an Artificial Neural Network....Pages 832-840
A Multiple RBF NN Modeling Approach to BOF Endpoint Estimation in Steelmaking Process....Pages 841-847
Application of Neural Network on Wave Impact Force Prediction....Pages 848-853
RBF Neural Networks-Based Software Sensor for Aluminum Powder Granularity Distribution Measurement....Pages 854-859
A Technological Parameter Optimization Approach in Crude Oil Distillation Process Based on Neural Network....Pages 860-865
A Neural Network Modeling Method for Batch Process....Pages 866-873
Modelling the Supercritical Fluid Extraction of Lycopene from Tomato Paste Waste Using Neuro-Fuzzy Approaches....Pages 874-879
Detection of Weak Targets with Wavelet and Neural Network....Pages 880-885
An Artificial Olfactory System Based on Gas Sensor Array and Back-Propagation Neural Network....Pages 886-891
Consumer Oriented Design of Product Forms....Pages 892-897
An Intelligent Simulation Method Based on Artificial Neural Network for Container Yard Operation....Pages 898-903
A Freeway Traffic Incident Detection Algorithm Based on Neural Networks....Pages 904-911
Radial Basis Function Network for Chaos Series Prediction....Pages 912-919
Feature Extraction and Identification of Underground Nuclear Explosion and Natural Earthquake Based on FMmlet Transform and BP Neural Network....Pages 920-924
A Boosting-Based Framework for Self-Similar and Non-linear Internet Traffic Prediction....Pages 925-930
Traffic Flow Forecasting Based on Parallel Neural Network....Pages 931-936
A High Precision Prediction Method by Using Combination of ELMAN and SOM Neural Networks....Pages 937-942
Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data....Pages 943-949
Highway Traffic Flow Model Using FCM-RBF Neural Network....Pages 950-955
Earthquake Prediction by RBF Neural Network Ensemble....Pages 956-961
Rainfall-Runoff Correlation with Particle Swarm Optimization Algorithm....Pages 962-969
A Study of Portfolio Investment Decision Method Based on Neural Network....Pages 970-975
Portfolio Optimization for Multi-stage Capital Investment with Neural Networks....Pages 976-981
Efficient Option Pricing via a Globally Regularized Neural Network....Pages 982-987
Effectiveness of Neural Networks for Prediction of Corporate Financial Distress in China....Pages 988-993
A Neural Network Model on Solving Multiobjective Conditional Value-at-Risk....Pages 994-999
DSP Structure Optimizations – A Multirate Signal Flow Graph Approach....Pages 1000-1006
Back Matter....Pages 1007-1012
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