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

The three volume set LNCS 3496/3497/3498 constitutes the refereed proceedings of the Second International Symposium on Neural Networks, ISNN 2005, held in Chongqing, China in May/June 2005.

The 483 revised papers presented were carefully reviewed and selected from 1.425 submissions. The papers are organized in topical sections on theoretical analysis, model design, learning methods, optimization methods, kernel methods, component analysis, pattern analysis, systems modeling, signal processing, image processing, financial analysis, control systems, robotic systems, telecommunication networks, incidence detection, fault diagnosis, power systems, biomedical applications, industrial applications, and other applications.

Control Systems.- NN-Based Iterative Learning Control Under Resource Constraints: A Feedback Scheduling Approach.- Sequential Support Vector Machine Control of Nonlinear Systems by State Feedback.- RBFNN-Based Multiple Steady States Controller for Nonlinear System and Its Application.- Sliding Mode Control for Uncertain Nonlinear Systems Using RBF Neural Networks.- Adaptive Backstepping Neural Network Control for Unknown Nonlinear Time-Delay Systems.- Multiple Models Adaptive Control Based on RBF Neural Network Dynamic Compensation.- Stability Analysis and Performance Evaluation of an Adaptive Neural Controller.- Adaptive Inverse Control System Based on Least Squares Support Vector Machines.- H-Infinity Control for Switched Nonlinear Systems Based on RBF Neural Networks.- Neural Networks Robust Adaptive Control for a Class of MIMO Uncertain Nonlinear Systems.- Adaptive Critic for Controller Malfunction Accommodation.- Output Based Fault Tolerant Control of Nonlinear Systems Using RBF Neural Networks.- Fault Tolerant Control of Nonlinear Processes with Adaptive Diagonal Recurrent Neural Network Model.- Dealing with Fault Dynamics in Nonlinear Systems via Double Neural Network Units.- Neural Adaptive Singularity-Free Control by Backstepping for Uncertain Nonlinear Systems.- Parameter Estimation of Fuzzy Controller Using Genetic Optimization and Neurofuzzy Networks.- A Fuzzy CMAC Controller with Eligibility.- A Novel Intelligent Controller Based on Modulation of Neuroendocrine System.- Batch-to-Batch Optimal Control Based on Support Vector Regression Model.- Nonlinear Predictive Control Based on Wavelet Neural Network Applied to Polypropylene Process.- Neural Network Control of Heat Exchanger Plant.- Remote Controller Design of Networked Control Systems Based on Self-constructing Fuzzy Neural Network.- Sliding Mode Control for Cross Beam Simulation System via Neural Network.- Vibration Suppression of Adaptive Truss Structure Using Fuzzy Neural Network.- Experimental Investigation of Active Vibration Control Using a Filtered-Error Neural Network and Piezoelectric Actuators.- Compensating Modeling and Control for Friction Using RBF Adaptive Neural Networks.- Torque Control of Switched Reluctance Motors Based on Flexible Neural Network.- Position Control for PM Synchronous Motor Using Fuzzy Neural Network.- SVM Based Lateral Control for Autonomous Vehicle.- Control of Reusable Launch Vehicle Using Neuro-adaptive Approach.- Robotic Systems.- A Neural Network Based on Biological Vision Learning and Its Application on Robot.- Discrete-Time Adaptive Controller Design for Robotic Manipulators via Neuro-fuzzy Dynamic Inversion.- General Underactuated Cooperating Manipulators and Their Control by Neural Network.- Intelligent Fuzzy Q-Learning Control of Humanoid Robots.- Performance Analysis of Neural Network-Based Uncalibrated Hand-Eye Coordination.- Formation Control for a Multiple Robotic System Using Adaptive Neural Network.- Tip Tracking of a Flexible-Link Manipulator with Radial Basis Function and Fuzzy System.- Obstacle Avoidance for Kinematically Redundant Manipulators Using the Deterministic Annealing Neural Network.- BP Networks Based Trajectory Planning and Inverse Kinematics of a Reconfigurable Mars Rover.- A Novel Path Planning Approach Based on AppART and Particle Swarm Optimization.- A Neuro-fuzzy Controller for Reactive Navigation of a Behaviour-Based Mobile Robot.- Research on the Calibration Method for the Heading Errors of Mobile Robot Based on Evolutionary Neural Network Prediction.- Adaptive Neural-Network Control for Redundant Nonholonomic Mobile Modular Manipulators.- A Neural Network-Based Camera Calibration Method for Mobile Robot Localization Problems.- Abnormal Movement State Detection and Identification for Mobile Robots Based on Neural Networks.- A Neural Network Based Method for Shape Measurement in Steel Plate Forming Robot.- Recurrent Networks for Integrated Navigation.- Telecommunication Networks.- Application of Different Basis and Neural Network Turbo Decoding Algorithm in Multicarrier Modulation System over Time-Variant Channels.- Blind Detection of Orthogonal Space-Time Block Coding Based on ICA Schemes.- Improvement of Borrowing Channel Assignment by Using Cellular Probabilistic Self-organizing Map.- FPGA Realization of a Radial Basis Function Based Nonlinear Channel Equalizer.- Varying Scales Wavelet Neural Network Based on Entropy Function and Its Application in Channel Equalization.- Robust Direction of Arrival (DOA) Estimation Using RBF Neural Network in Impulsive Noise Environment.- Quantum Neural Network for CDMA Multi-user Detection.- A New QoS Routing Optimal Algorithm in Mobile Ad Hoc Networks Based on Hopfield Neural Network.- Content Filtering of Decentralized P2P Search System Based on Heterogeneous Neural Networks Ensemble.- Collaborative Filtering Based on Neural Networks Using Similarity.- Using Double-Layer One-Class Classification for Anti-jamming Information Filtering.- Remote OS Fingerprinting Using BP Neural Network.- Emotional Learning Based Intelligent Traffic Control of ATM Networks.- Multi-agent Congestion Control for High-Speed Networks Using Reinforcement Co-learning.- Multi-scale Combination Prediction Model with Least Square Support Vector Machine for Network Traffic.- Clustering Algorithm Based on Wavelet Neural Network Mobility Prediction in Mobile Ad Hoc Network.- Internet Traffic Prediction by W-Boost: Classification and Regression.- Fuzzy Neural Network for VBR MPEG Video Traffic Prediction.- Incidence Detection.- Building an Intrusion Detection System Based on Support Vector Machine and Genetic Algorithm.- Fusions of GA and SVM for Anomaly Detection in Intrusion Detection System.- A Genetic SOM Clustering Algorithm for Intrusion Detection.- Intrusion Detection Based on Dynamic Self-organizing Map Neural Network Clustering.- Intrusion Detection Based on MLP Neural Networks and K-Means Algorithm.- Feature Selection and Intrusion Detection Using Hybrid Flexible Neural Tree.- Detection of Epileptic Spikes with Empirical Mode Decomposition and Nonlinear Energy Operator.- Neural Networks for Solving On-Line Outlier Detection Problems.- Pedestrian Detection by Multiple Decision-Based Neural Networks.- A Visual Automatic Incident Detection Method on Freeway Based on RBF and SOFM Neural Networks.- A Self-organizing Map Method for Optical Fiber Fault Detection and Location.- Anomaly Internet Network Traffic Detection by Kernel Principle Component Classifier.- Intelligent Hierarchical Intrusion Detection System for Secure Wireless Ad Hoc Network.- A New Approach of Network Intrusion Detection Using HVDM-Based SOM.- A Novel Approach to Corona Monitoring.- Fault Diagnosis.- Multi-class Probability SVM Fusion Using Fuzzy Integral for Fault Diagnosis.- A Rapid Response Intelligent Diagnosis Network Using Radial Basis Function Network.- An Integrated Approach to Fault Diagnosis Based on Variable Precision Rough Set and Neural Networks.- Hybrid PSO Based Wavelet Neural Networks for Intelligent Fault Diagnosis.- Global-Based Structure Damage Detection Using LVQ Neural Network and Bispectrum Analysis.- Fault Detection for Plasma Etching Processes Using RBF Neural Networks.- Detecting Sensor Faults for a Chemical Reactor Rig via Adaptive Neural Network Model.- Optimal Actuator Fault Detection via MLP Neural Network for PDFs.- Feature Selection and Classification of Gear Faults Using SOM.- Application of Fuzzy SOFM Neural Network and Rough Set Theory on Fault Diagnosis for Rotating Machinery.- Identification of the Acoustic Fault Sources of Underwater Vehicles Based on Modular Structure Variable RBF Network.- A Dynamic Recurrent Neural Network Fault Diagnosis and Isolation Architecture for Satellite’s Actuator/Thruster Failures.- Fault Detection in Reaction Wheel of a Satellite Using Observer-Based Dynamic Neural Networks.- Adaptive Wavelet Packet Neural Network Based Fault Diagnosis for Missile’s Amplifier.- Cr