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.- Crack Detection in Supported Beams Based on Neural Network and Support Vector Machine.- Early Loosening Fault Diagnosis of Clamping Support Based on Information Fusion.- Insulating Fault Diagnosis of XLPE Power Cables Using Multi-parameter Based on Artificial Neural Networks.- Power Systems.- A Hybrid Method and Its Application for Power System.- Fuzzy Neural Very-Short-Term Load Forecasting Based on Chaotic Dynamics Reconstruction.- Application of Neural Networks for Very Short-Term Load Forecasting in Power Systems.- Next Day Load Forecasting Using SVM.- Peak Load Forecasting Using the Self-organizing Map.- Ship Power Load Prediction Based on RST and RBF Neural Networks.- Contingency Screening of Power System Based on Rough Sets and Fuzzy ARTMAP.- Intelligent Neuro-fuzzy Based Predictive Control of a Continuous Stirred Tank Reactor.- Adaptive Neuro-fuzzy SVC for Multimachine Hybrid Power System Stability Improvement with a Long of Double Circuit Transmission Lines.- Application of BP Network-Based Multi-sensor Fusion Techniques in Measurement of the Unburned Carbon in Fly Ash.- Biomedical Applications.- Classification of Nuclear Receptor Subfamilies with RBF Kernel in Support Vector Machine.- Prediction of Contact Maps in Proteins Based on Recurrent Neural Network with Bias Units.- A SVR-Based Multiple Modeling Algorithm for Antibiotic Fermentation Process Using FCM.- Non-parametric Statistical Tests for Informative Gene Selection.- An Information Criterion for Informative Gene Selection.- OPTOC-Based Clustering Analysis of Gene Expression Profiles in Spectral Space.- Model the Relationship Between Gene Expression and TFBSs Using a Simplified Neural Network with Bayesian Variable Selection.- Synchrony of Basic Neuronal Network Based on Event Related EEG.- Non-negative Matrix Factorizations Based Spontaneous Electroencephalographic Signals Classification Using Back Propagation Feedback Neural Networks.- Neural Networks Preprocessing Based Adaptive Latency Change Estimation of Evoked Potentials.- Blind Estimation of Evoked Potentials Based on Fractional Lower Order Statistics.- Wavelet Denoise on MRS Data Based on ICA and PCA.- Hard Margin SVM for Biomedical Image Segmentation.- Multisensors Information Fusion with Neural Networks for Noninvasive Blood Glucose Detection.- Disease Diagnosis Using Query-Based Neural Networks.- Study of BP Neural Network and Its Application in Lung Cancer Intelligent Diagnosis.- New Methodology of Computer Aided Diagnostic System on Breast Cancer.- Spiculated Lesion Detection in Digital Mammogram Based on Artificial Neural Network Ensemble.- Classification of Psychiatric Disorders Using Artificial Neural Network.- Multilevel Neural Network to Diagnosis Procedure of Traditional Chinese Medicine.- Industrial Applications.- An Automated Blowing Control System Using the Hybrid Concept of Case Based Reasoning and Neural Networks in Steel Industry.- Neural Networks Based Multiplex Forecasting System of the End-Point of Copper Blow Period.- Modeling and Prediction of Electric Arc Furnace Based on Neural Network and Chaos Theory.- Modeling and Prediction of Violent Abnormal Vibration of Large Rolling Mills Based on Chaos and Wavelet Neural Networks.- Neural Grey Box Model for Power Estimation in Semiautogenous Mill.- Neural Network Based On-Line Shrinking Horizon Re-optimization of Fed-Batch Processes.- Chip Speed Prediction Model for Optimization of Semiconductor Manufacturing Process Using Neural Networks and Statistical Methods.- Using ANNs to Model Hot Extrusion Manufacturing Process.- Application Research of Support Vector Machines in Condition Trend Prediction of Mechanical Equipment.- Comparative Study on Engine Torque Modelling Using Different Neural Networks.- A Hybrid Intelligent Soft-Sensor Model for Dynamic Particle Size Estimation in Grinding Circuits.- Application of Artificial Neural Networks in Abrasive Waterjet Cutting Process.- Intelligent Tool Condition Monitoring System for Turning Operations.- A Recurrent Neural Network Modeling for Automotive Magnetorheological Fluid Shock Absorber.- Geometrical Error Compensation of Gantry Stage Using Neural Networks.- Neural Particle Swarm Optimization for Casing Damage Prediction.- A Novel Chamber Scheduling Method in Etching Tools Using Adaptive Neural Networks.- CFNN Without Normalization-Based Acetone Product Quality Prediction.- Combining Classifiers in Software Quality Prediction: A Neural Network Approach.- Neural-Network-Driven Fuzzy Reasoning for Product Development Processes.- The Integration of the Neural Network and Computational Fluid Dynamics for the Heatsink Design.- The Modeling and Application of Cost Predication Based on Neural Network.- Combining SOM and Fuzzy Rule Base for Sale Forecasting in Printed Circuit Board Industry.- Other Applications.- Improving Accuracy of Perceptron Predictor Through Correlating Data Values in SMT Processors.- A Genetic-Algorithm-Based Neural Network Approach for Short-Term Traffic Flow Forecasting.- Self-organizing Map Analysis Consistent with Neuroimaging for Chinese Noun, Verb and Class-Ambiguous Word.- Self-organizing Map Analysis of Conceptual and Semantic Relations for Noun.- Artificial Neural Network for Prediction of Rockburst in Deep-Buried Long Tunnel.- Implementation of Brillouin-Active Fiber Based Neural Network in Smart Structures.- Inelastic Simulation of Insect Cuticle Using Artificial Neural Network.- Applying Neural Networks and Geographical Information Systems to Airport Noise Evaluation.- An Artificial Neural Network Method for Map Correction.- An Effective Two-Stage Neural Network Model and Its Application on Flood Loss Prediction.- An Artificial Neural Network Model for Crop Yield Responding to Soil Parameters.- Research on Reservation Allocation Decision Method Based on Neural Network.- Wastewater BOD Forecasting Model for Optimal Operation Using Robust Time-Delay Neural Network.- A Split-Step PSO Algorithm in Prediction of Water Quality Pollution.- Long-Term Prediction of Discharges in Manwan Reservoir Using Artificial Neural Network Models.- Application of Artificial Neural Networks to Predicate Shale Content.- Optimization of Forecasting Supply Chain Management Sustainable Collaboration Using Hybrid Artificial Neural Network.- Multiple Criteria Inventory Classification Based on Principal Components Analysis and Neural Network.
