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

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