Advances in Neural Networks – ISNN 2005: Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part III

Front Matter....Pages -
NN-Based Iterative Learning Control Under Resource Constraints: A Feedback Scheduling Approach....Pages 1-6
Sequential Support Vector Machine Control of Nonlinear Systems by State Feedback....Pages 7-14
RBFNN-Based Multiple Steady States Controller for Nonlinear System and Its Application....Pages 15-20
Sliding Mode Control for Uncertain Nonlinear Systems Using RBF Neural Networks....Pages 21-29
Adaptive Backstepping Neural Network Control for Unknown Nonlinear Time-Delay Systems....Pages 30-35
Multiple Models Adaptive Control Based on RBF Neural Network Dynamic Compensation....Pages 36-41
Stability Analysis and Performance Evaluation of an Adaptive Neural Controller....Pages 42-47
Adaptive Inverse Control System Based on Least Squares Support Vector Machines....Pages 48-53
H-Infinity Control for Switched Nonlinear Systems Based on RBF Neural Networks....Pages 54-59
Neural Networks Robust Adaptive Control for a Class of MIMO Uncertain Nonlinear Systems....Pages 60-68
Adaptive Critic for Controller Malfunction Accommodation....Pages 69-78
Output Based Fault Tolerant Control of Nonlinear Systems Using RBF Neural Networks....Pages 79-85
Fault Tolerant Control of Nonlinear Processes with Adaptive Diagonal Recurrent Neural Network Model....Pages 86-91
Dealing with Fault Dynamics in Nonlinear Systems via Double Neural Network Units....Pages 92-97
Neural Adaptive Singularity-Free Control by Backstepping for Uncertain Nonlinear Systems....Pages 98-106
Parameter Estimation of Fuzzy Controller Using Genetic Optimization and Neurofuzzy Networks....Pages 107-112
A Fuzzy CMAC Controller with Eligibility....Pages 113-118
A Novel Intelligent Controller Based on Modulation of Neuroendocrine System....Pages 119-124
Batch-to-Batch Optimal Control Based on Support Vector Regression Model....Pages 125-130
Nonlinear Predictive Control Based on Wavelet Neural Network Applied to Polypropylene Process....Pages 131-136
Neural Network Control of Heat Exchanger Plant....Pages 137-142
Remote Controller Design of Networked Control Systems Based on Self-constructing Fuzzy Neural Network....Pages 143-149
Sliding Mode Control for Cross Beam Simulation System via Neural Network....Pages 150-154
Vibration Suppression of Adaptive Truss Structure Using Fuzzy Neural Network....Pages 155-160
Experimental Investigation of Active Vibration Control Using a Filtered-Error Neural Network and Piezoelectric Actuators....Pages 161-166
Compensating Modeling and Control for Friction Using RBF Adaptive Neural Networks....Pages 167-172
Torque Control of Switched Reluctance Motors Based on Flexible Neural Network....Pages 173-178
Position Control for PM Synchronous Motor Using Fuzzy Neural Network....Pages 179-184
SVM Based Lateral Control for Autonomous Vehicle....Pages 185-191
Control of Reusable Launch Vehicle Using Neuro-adaptive Approach....Pages 192-197
A Neural Network Based on Biological Vision Learning and Its Application on Robot....Pages 198-203
Discrete-Time Adaptive Controller Design for Robotic Manipulators via Neuro-fuzzy Dynamic Inversion....Pages 204-209
General Underactuated Cooperating Manipulators and Their Control by Neural Network....Pages 210-215
Intelligent Fuzzy Q-Learning Control of Humanoid Robots....Pages 216-221
Performance Analysis of Neural Network-Based Uncalibrated Hand-Eye Coordination....Pages 222-227
Formation Control for a Multiple Robotic System Using Adaptive Neural Network....Pages 228-233
Tip Tracking of a Flexible-Link Manipulator with Radial Basis Function and Fuzzy System....Pages 234-239
Obstacle Avoidance for Kinematically Redundant Manipulators Using the Deterministic Annealing Neural Network....Pages 240-246
BP Networks Based Trajectory Planning and Inverse Kinematics of a Reconfigurable Mars Rover....Pages 247-252
A Novel Path Planning Approach Based on AppART and Particle Swarm Optimization....Pages 253-258
A Neuro-fuzzy Controller for Reactive Navigation of a Behaviour-Based Mobile Robot....Pages 259-264
Research on the Calibration Method for the Heading Errors of Mobile Robot Based on Evolutionary Neural Network Prediction....Pages 265-270
Adaptive Neural-Network Control for Redundant Nonholonomic Mobile Modular Manipulators....Pages 271-276
A Neural Network-Based Camera Calibration Method for Mobile Robot Localization Problems....Pages 277-284
Abnormal Movement State Detection and Identification for Mobile Robots Based on Neural Networks....Pages 285-290
A Neural Network Based Method for Shape Measurement in Steel Plate Forming Robot....Pages 291-296
Recurrent Networks for Integrated Navigation....Pages 297-302
Application of Different Basis and Neural Network Turbo Decoding Algorithm in Multicarrier Modulation System over Time-Variant Channels....Pages 303-308
Blind Detection of Orthogonal Space-Time Block Coding Based on ICA Schemes....Pages 309-314
Improvement of Borrowing Channel Assignment by Using Cellular Probabilistic Self-organizing Map....Pages 315-319
FPGA Realization of a Radial Basis Function Based Nonlinear Channel Equalizer....Pages 320-325
Varying Scales Wavelet Neural Network Based on Entropy Function and Its Application in Channel Equalization....Pages 326-331
Robust Direction of Arrival (DOA) Estimation Using RBF Neural Network in Impulsive Noise Environment....Pages 332-337
Quantum Neural Network for CDMA Multi-user Detection....Pages 338-342
A New QoS Routing Optimal Algorithm in Mobile Ad Hoc Networks Based on Hopfield Neural Network....Pages 343-348
Content Filtering of Decentralized P2P Search System Based on Heterogeneous Neural Networks Ensemble....Pages 349-354
Collaborative Filtering Based on Neural Networks Using Similarity....Pages 355-360
Using Double-Layer One-Class Classification for Anti-jamming Information Filtering....Pages 361-366
Remote OS Fingerprinting Using BP Neural Network....Pages 367-372
Emotional Learning Based Intelligent Traffic Control of ATM Networks....Pages 373-378
Multi-agent Congestion Control for High-Speed Networks Using Reinforcement Co-learning....Pages 379-384
Multi-scale Combination Prediction Model with Least Square Support Vector Machine for Network Traffic....Pages 385-390
Clustering Algorithm Based on Wavelet Neural Network Mobility Prediction in Mobile Ad Hoc Network....Pages 391-396
Internet Traffic Prediction by W-Boost: Classification and Regression....Pages 397-402
Fuzzy Neural Network for VBR MPEG Video Traffic Prediction....Pages 403-408
Building an Intrusion Detection System Based on Support Vector Machine and Genetic Algorithm....Pages 409-414
Fusions of GA and SVM for Anomaly Detection in Intrusion Detection System....Pages 415-420
A Genetic SOM Clustering Algorithm for Intrusion Detection....Pages 421-427
Intrusion Detection Based on Dynamic Self-organizing Map Neural Network Clustering....Pages 428-433
Intrusion Detection Based on MLP Neural Networks and K-Means Algorithm....Pages 434-438
Feature Selection and Intrusion Detection Using Hybrid Flexible Neural Tree....Pages 439-444
Detection of Epileptic Spikes with Empirical Mode Decomposition and Nonlinear Energy Operator....Pages 445-450
Neural Networks for Solving On-Line Outlier Detection Problems....Pages 451-456
Pedestrian Detection by Multiple Decision-Based Neural Networks....Pages 457-462
A Visual Automatic Incident Detection Method on Freeway Based on RBF and SOFM Neural Networks....Pages 463-469
A Self-organizing Map Method for Optical Fiber Fault Detection and Location....Pages 470-475
Anomaly Internet Network Traffic Detection by Kernel Principle Component Classifier....Pages 476-481
Intelligent Hierarchical Intrusion Detection System for Secure Wireless Ad Hoc Network....Pages 482-487
A New Approach of Network Intrusion Detection Using HVDM-Based SOM....Pages 488-493
A Novel Approach to Corona Monitoring....Pages 494-500
Multi-class Probability SVM Fusion Using Fuzzy Integral for Fault Diagnosis....Pages 501-507
A Rapid Response Intelligent Diagnosis Network Using Radial Basis Function Network....Pages 508-513
An Integrated Approach to Fault Diagnosis Based on Variable Precision Rough Set and Neural Networks....Pages 514-520
Hybrid PSO Based Wavelet Neural Networks for Intelligent Fault Diagnosis....Pages 521-530
Global-Based Structure Damage Detection Using LVQ Neural Network and Bispectrum Analysis....Pages 531-537
Fault Detection for Plasma Etching Processes Using RBF Neural Networks....Pages 538-543
Detecting Sensor Faults for a Chemical Reactor Rig via Adaptive Neural Network Model....Pages 544-549
Optimal Actuator Fault Detection via MLP Neural Network for PDFs....Pages 550-555
Feature Selection and Classification of Gear Faults Using SOM....Pages 556-560
Application of Fuzzy SOFM Neural Network and Rough Set Theory on Fault Diagnosis for Rotating Machinery....Pages 561-566
Identification of the Acoustic Fault Sources of Underwater Vehicles Based on Modular Structure Variable RBF Network....Pages 567-573
A Dynamic Recurrent Neural Network Fault Diagnosis and Isolation Architecture for Satellite’s Actuator/Thruster Failures....Pages 574-583
Fault Detection in Reaction Wheel of a Satellite Using Observer-Based Dynamic Neural Networks....Pages 584-590
Adaptive Wavelet Packet Neural Network Based Fault Diagnosis for Missile’s Amplifier....Pages 591-596
Crack Detection in Supported Beams Based on Neural Network and Support Vector Machine....Pages 597-602
Early Loosening Fault Diagnosis of Clamping Support Based on Information Fusion....Pages 603-608
Insulating Fault Diagnosis of XLPE Power Cables Using Multi-parameter Based on Artificial Neural Networks....Pages 609-615
A Hybrid Method and Its Application for Power System....Pages 616-621
Fuzzy Neural Very-Short-Term Load Forecasting Based on Chaotic Dynamics Reconstruction....Pages 622-627
Application of Neural Networks for Very Short-Term Load Forecasting in Power Systems....Pages 628-633
Next Day Load Forecasting Using SVM....Pages 634-639
Peak Load Forecasting Using the Self-organizing Map....Pages 640-647
Ship Power Load Prediction Based on RST and RBF Neural Networks....Pages 648-653
Contingency Screening of Power System Based on Rough Sets and Fuzzy ARTMAP....Pages 654-661
Intelligent Neuro-fuzzy Based Predictive Control of a Continuous Stirred Tank Reactor....Pages 662-667
Adaptive Neuro-fuzzy SVC for Multimachine Hybrid Power System Stability Improvement with a Long of Double Circuit Transmission Lines....Pages 668-673
Application of BP Network-Based Multi-sensor Fusion Techniques in Measurement of the Unburned Carbon in Fly Ash....Pages 674-679
Classification of Nuclear Receptor Subfamilies with RBF Kernel in Support Vector Machine....Pages 680-685
Prediction of Contact Maps in Proteins Based on Recurrent Neural Network with Bias Units....Pages 686-690
A SVR-Based Multiple Modeling Algorithm for Antibiotic Fermentation Process Using FCM....Pages 691-696
Non-parametric Statistical Tests for Informative Gene Selection....Pages 697-702
An Information Criterion for Informative Gene Selection....Pages 703-708
OPTOC-Based Clustering Analysis of Gene Expression Profiles in Spectral Space....Pages 709-718
Model the Relationship Between Gene Expression and TFBSs Using a Simplified Neural Network with Bayesian Variable Selection....Pages 719-724
Synchrony of Basic Neuronal Network Based on Event Related EEG....Pages 725-730
Non-negative Matrix Factorizations Based Spontaneous Electroencephalographic Signals Classification Using Back Propagation Feedback Neural Networks....Pages 731-736
Neural Networks Preprocessing Based Adaptive Latency Change Estimation of Evoked Potentials....Pages 737-741
Blind Estimation of Evoked Potentials Based on Fractional Lower Order Statistics....Pages 742-747
Wavelet Denoise on MRS Data Based on ICA and PCA....Pages 748-753
Hard Margin SVM for Biomedical Image Segmentation....Pages 754-759
Multisensors Information Fusion with Neural Networks for Noninvasive Blood Glucose Detection....Pages 760-766
Disease Diagnosis Using Query-Based Neural Networks....Pages 767-773
Study of BP Neural Network and Its Application in Lung Cancer Intelligent Diagnosis....Pages 774-779
New Methodology of Computer Aided Diagnostic System on Breast Cancer....Pages 780-789
Spiculated Lesion Detection in Digital Mammogram Based on Artificial Neural Network Ensemble....Pages 790-795
Classification of Psychiatric Disorders Using Artificial Neural Network....Pages 796-800
Multilevel Neural Network to Diagnosis Procedure of Traditional Chinese Medicine....Pages 801-806
An Automated Blowing Control System Using the Hybrid Concept of Case Based Reasoning and Neural Networks in Steel Industry....Pages 807-812
Neural Networks Based Multiplex Forecasting System of the End-Point of Copper Blow Period....Pages 813-818
Modeling and Prediction of Electric Arc Furnace Based on Neural Network and Chaos Theory....Pages 819-826
Modeling and Prediction of Violent Abnormal Vibration of Large Rolling Mills Based on Chaos and Wavelet Neural Networks....Pages 827-832
Neural Grey Box Model for Power Estimation in Semiautogenous Mill....Pages 833-838
Neural Network Based On-Line Shrinking Horizon Re-optimization of Fed-Batch Processes....Pages 839-844
Chip Speed Prediction Model for Optimization of Semiconductor Manufacturing Process Using Neural Networks and Statistical Methods....Pages 845-850
Using ANNs to Model Hot Extrusion Manufacturing Process....Pages 851-856
Application Research of Support Vector Machines in Condition Trend Prediction of Mechanical Equipment....Pages 857-864
Comparative Study on Engine Torque Modelling Using Different Neural Networks....Pages 865-870
A Hybrid Intelligent Soft-Sensor Model for Dynamic Particle Size Estimation in Grinding Circuits....Pages 871-876
Application of Artificial Neural Networks in Abrasive Waterjet Cutting Process....Pages 877-882
Intelligent Tool Condition Monitoring System for Turning Operations....Pages 883-889
A Recurrent Neural Network Modeling for Automotive Magnetorheological Fluid Shock Absorber....Pages 890-896
Geometrical Error Compensation of Gantry Stage Using Neural Networks....Pages 897-902
Neural Particle Swarm Optimization for Casing Damage Prediction....Pages 903-907
A Novel Chamber Scheduling Method in Etching Tools Using Adaptive Neural Networks....Pages 908-913
CFNN Without Normalization-Based Acetone Product Quality Prediction....Pages 914-920
Combining Classifiers in Software Quality Prediction: A Neural Network Approach....Pages 921-926
Neural-Network-Driven Fuzzy Reasoning for Product Development Processes....Pages 927-932
The Integration of the Neural Network and Computational Fluid Dynamics for the Heatsink Design....Pages 933-938
The Modeling and Application of Cost Predication Based on Neural Network....Pages 939-946
Combining SOM and Fuzzy Rule Base for Sale Forecasting in Printed Circuit Board Industry....Pages 947-954
Improving Accuracy of Perceptron Predictor Through Correlating Data Values in SMT Processors....Pages 955-964
A Genetic-Algorithm-Based Neural Network Approach for Short-Term Traffic Flow Forecasting....Pages 965-970
Self-organizing Map Analysis Consistent with Neuroimaging for Chinese Noun, Verb and Class-Ambiguous Word....Pages 971-976
Self-organizing Map Analysis of Conceptual and Semantic Relations for Noun....Pages 977-982
Artificial Neural Network for Prediction of Rockburst in Deep-Buried Long Tunnel....Pages 983-986
Implementation of Brillouin-Active Fiber Based Neural Network in Smart Structures....Pages 987-991
Inelastic Simulation of Insect Cuticle Using Artificial Neural Network....Pages 992-997
Applying Neural Networks and Geographical Information Systems to Airport Noise Evaluation....Pages 998-1003
An Artificial Neural Network Method for Map Correction....Pages 1004-1009
An Effective Two-Stage Neural Network Model and Its Application on Flood Loss Prediction....Pages 1010-1016
An Artificial Neural Network Model for Crop Yield Responding to Soil Parameters....Pages 1017-1021
Research on Reservation Allocation Decision Method Based on Neural Network....Pages 1022-1027
Wastewater BOD Forecasting Model for Optimal Operation Using Robust Time-Delay Neural Network....Pages 1028-1033
A Split-Step PSO Algorithm in Prediction of Water Quality Pollution....Pages 1034-1039
Long-Term Prediction of Discharges in Manwan Reservoir Using Artificial Neural Network Models....Pages 1040-1045
Application of Artificial Neural Networks to Predicate Shale Content....Pages 1046-1051
Optimization of Forecasting Supply Chain Management Sustainable Collaboration Using Hybrid Artificial Neural Network....Pages 1052-1057
Multiple Criteria Inventory Classification Based on Principal Components Analysis and Neural Network....Pages 1058-1063
Back Matter....Pages -