Advances in Neural Networks - ISNN 2004

Based on Wavelet Neural Networks
- The Application of Single Neuron Adaptive PID Controller in Control System of Triaxial and Torsional Shear Apparatus
- Ram Velocity Control in Plastic Injection Molding Machines with Neural Network Learning Control
- Multiple Models Neural Network Decoupling Controller for a Nonlinear System
- Feedback-Assisted Iterative Learning Control for Batch Polymerization Reactor
- Recent Developments on Applications of Neural Networks to Power Systems Operation and Control: An Overview
- A Novel Fermentation Control Method Based on Neural Networks
- Modeling Dynamic System by Recurrent Neural Network with State Variables
- Robust Friction Compensation for Servo System Based on LuGre Model with Uncertain Static Parameters
- System Identification Using Adjustable RBF Neural Network with Stable Learning Algorithms
- A System Identification Method Based on Multi-layer Perception and Model Extraction
- Complex Model Identification Based on RBF Neural Network

VII Telecommunications
- A Noisy Chaotic Neural Network Approach to Topological Optimization of a Communication Network with Reliability Constraints
- Space-Time Multiuser Detection Combined with Adaptive Wavelet Networks over Multipath Channels
- Optimizing Sensor Node Distribution with Genetic Algorithm in Wireless Sensor Network
- Fast De-hopping and Frequency Hopping Pattern (FHP) Estimation for DS/FHSS Using Neural Networks
- Autoregressive and Neural Network Model Based Predictions for Downlink Beamforming
- Forecast and Control of Anode Shape in Electrochemical Machining Using Neural Network
- A Hybrid Neural Network and Genetic Algorithm Approach for Multicast QoS Routing
- Performance Analysis of Recurrent Neural Networks Based Blind Adaptive Multiuser Detection in Asynchronous DS-CDMA Systems
- Neural Direct Sequence Spread Spectrum Acquisition
- Multi-stage Neural Networks for Channel Assignment in Cellular Radio Networks
- Experimental Spread Spectrum Communication System Based on CNN
- Neural Congestion Control Algorithm in ATM Networks with Multiple Node
- Neural Compensation of Linear Distortion in Digital Communications
- On the Performance of Space-Time Block Coding Based on ICA Neural Networks
- ICA-Based Beam Space-Time Block Coding with Transmit Antenna Array Selection
- Nonlinear Dynamic Method to Suppress Reverberation Based on RBF Neural Networks

VIII Signal, Image, and Time Series Processing
- A New Scheme for Detection and Classification of Subpixel Spectral Signatures in Multispectral Data
- A Rough-Set-Based Fuzzy-Neural-Network System for Taste Signal Identification
- A Novel Signal Detection Subsystem of Radar Based on HA-CNN
- Real-Time Detection of Signal in the Noise Based on the RBF Neural Network and Its Application
- Classification of EEG Signals Under Different Brain Functional States Using RBF Neural Network
- Application of a Wavelet Adaptive Filter Based on Neural Network to Minimize Distortion of the Pulsatile Spectrum
- Spectral Analysis and Recognition Using Multi-scale Features and Neural Networks
- A Novel Fuzzy Filter for Impulse Noise Removal
- Neural Network Aided Adaptive Kalman Filter for Multi-sensors Integrated Navigation
- Solely Excitatory Oscillator Network for Color Image Segmentation
- Image De-noising Using Cross-Validation Method with RBF Network Representation
- Ultrasonic C-scan Image Restoration Using Radial Basis Function Network
- Automatic Image Segmentation Based on a Simplified Pulse Coupled Neural Network
- Face Pose Estimation Based on Eigenspace Analysis and Fuzzy Clustering
- Chaotic Time Series Prediction Based on Local-Region Multi-steps Forecasting Model
- Nonlinear Prediction Model Identification and Robust Prediction of Chaotic Time Series
- Wavelet Neural Networks for Nonlinear Time Series Analysis

IX Biomedical Applications
- Neural Networks Determining Injury by Salt Water for Distribution Lines
- EEG Source Localization Using Independent Residual Analysis
- Classifying G-protein Coupled Receptors with Support Vector Machine
- A Novel Individual Blood Glucose Control Model Based on Mixture of Experts Neural Networks
- Tracking the Amplitude Variation of Evoked Potential by ICA and WT
- A Novel Method for Gene Selection and Cancer Classification
- Nonnegative Matrix Factorization for EEG Signal Classification
- A Novel Clustering Analysis Based on PCA and SOMs for Gene Expression Patterns
- Feedback Selective Visual Attention Model Based on Feature Integration Theory
- Realtime Monitoring of Vascular Conditions Using a Probabilistic Neural Network
- Capturing Long-Term Dependencies for Protein Secondary Structure Prediction
- A Method for Fast Estimation of Evoked Potentials Based on Independent Component Analysis
- Estimation of Pulmonary Elastance Based on RBF Expression
- Binary Input Encoding Strategy Based Neural Network for Globulin Protein Inter-residue Contacts Map Prediction
- Genetic Regulatory Systems Modeled by Recurrent Neural Network
- A New Computational Model of Biological Vision for Stereopsis
- A Reconstruction Approach to CT with Cauchy RBFs Network

X Detection, Diagnostics, and Computer Security
- Fault Diagnosis on Satellite Attitude Control with Dynamic Neural Network
- A New Strategy for Fault Detection of Nonlinear Systems Based on Neural Networks
- Non-stationary Fault Diagnosis Based on Local-Wave Neural Network
- Hybrid Neural Network Based Gray-Box Approach to Fault Detection of Hybrid Systems
- Application of Enhanced Independent Component Analysis to Leak Detection in Transport Pipelines
- Internet-Based Remote Monitoring and Fault Diagnosis System
- Rough Sets and Partially-Linearized Neural Network for Structural Fault Diagnosis of Rotating Machinery
- Transient Stability Assessment Using Radial Basis Function Networks
- An Optimized Shunt Hybrid Power Quality Conditioner Based on an Adaptive Neural Network for Power Quality Improvement in Power Distribution Network
- Cyclic Statistics Based Neural Network for Early Fault Diagnosis of Rolling Element Bearings
- Application of BP Neural Network for the Abnormity Monitoring in Slab Continuous Casting
- A TVAR Parametric Model Applying for Detecting Anti-electric-Corona Discharge
- The Study on Crack Diagnosis Based on Fuzzy Neural Networks Using Different Indexes
- Blind Fault Diagnosis Algorithm for Integrated Circuit Based on the CPN Neural Networks
- A Chaotic-Neural-Network-Based Encryption Algorithm for JPEG2000 Encoded Images
- A Combined Hash and Encryption Scheme by Chaotic Neural Network
- A Novel Symmetric Cryptography Based on Chaotic Signal Generator and a Clipped Neural Network
- A Neural Network Based Blind Watermarking Scheme for Digital Images
- Color Image Watermarking Based on Neural Networks
- A Novel Intrusion Detection Method Based on Principle Component Analysis in Computer Security
- A Novel Wavelet Image Watermarking Scheme Combined with Chaos Sequence and Neural Network
- Quantum Neural Network for Image Watermarking
- An NN-Based Malicious Executables Detection Algorithm Based on Immune Principles
- The Algorithm for Detecting Hiding Information Based on SVM
- An E-mail Filtering Approach Using Neural Network

XI Other Applications
- Topography-Enhanced BMU Search in Self-Organizing Maps
- Nonlinear Optimal Estimation for Neural Networks Data Fusion
- Improvement of Data Visualization Based on SOM
- Research on Neural Network Method in GPS Data Transformation
- Dynamic File Allocation in Storage Area Networks with Neural Network Prediction
- Competitive Algorithms for Online Leasing Problem in Probabilistic Environments
- Wavelet Network for Nonlinear Regression Using Probabilistic Framework
- A Neural Network Approach for Indirect Shape from Shading
- A Hybrid Radial Basis Function Neural Network for Dimensional Error Prediction in End Milling
- Bayesian Neural Networks for Life Modeling and Prediction of Dynamically Tuned Gyroscopes
- Furnace Temperature Modeling for Continuous Annealing Process Based on Generalized Growing and Pruning RBF Neural Network
- A Learning-Based Contact Model in Belt-Grinding Processes
- Application of General Regression Neural Network to Vibration Trend Prediction of Rotating Machinery
- A Novel Nonlinear Projection to Latent Structures Algorithm
- Inversing Reinforced Concrete Beams Flexural Load Rating Using ANN and GA Hybrid Algorithm
- Determining of the Delay Time for a Heating Ventilating and Air-Conditioning Plant Using Two Weighted Neural Network Approach
- Intelligent Forecast Procedures for Slope Stability with Evolutionary Artificial Neural Network
- Structural Reliability Analysis via Global Response Surface Method of BP Neural Network
- Modeling Temperature Drift of FOG by Improved BP Algorithm and by Gauss-Newton Algorithm
- A Novel Chaotic Neural Network for Automatic Material Ratio System
- Finite Element Analysis of Structures Based on Linear Saturated System Model
- Neural Network Based Fatigue Cracks Evolution
- Density Prediction of Selective Laser Sintering Parts Based on Artificial Neural Network
- Structure Optimization of Pneumatic Tire Using an Artificial Neural Network
- A Multiple RBF NN Modeling Approach to BOF Endpoint Estimation in Steelmaking Process
- Application of Neural Network on Wave Impact Force Prediction
- RBF Neural Networks-Based Software Sensor for Aluminum Powder Granularity Distribution Measurement
- A Technological Parameter Optimization Approach in Crude Oil Distillation Process Based on Neural Network
- A Neural Network Modeling Method for Batch Process
- Modelling the Supercritical Fluid Extraction of Lycopene from Tomato Paste Waste Using Neuro-Fuzzy Approaches
- Detection of Weak Targets with Wavelet and Neural Network
- An Artificial Olfactory System Based on Gas Sensor Array and Back-Propagation Neural Network
- Consumer Oriented Design of Product Forms
- An Intelligent Simulation Method Based on Artificial Neural Network for Container Yard Operation
- A Freeway Traffic Incident Detection Algorithm Based on Neural Networks
- Radial Basis Function Network for Chaos Series Prediction
- Feature Extraction and Identification of Underground Nuclear Explosion and Natural Earthquake Based on FMmlet Transform and BP Neural Network
- A Boosting-Based Framework for Self-Similar and Non-linear Internet Traffic Prediction
- Traffic Flow Forecasting Based on Parallel Neural Network
- A High Precision Prediction Method by Using Combination of ELMAN and SOM Neural Networks
- Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data
- Highway Traffic Flow Model Using FCM-RBF Neural Network
- Earthquake Prediction by RBF Neural Network Ensemble
- Rainfall-Runoff Correlation with Particle Swarm Optimization Algorithm
- A Study of Portfolio Investment Decision Method Based on Neural Network
- Portfolio Optimization for Multi-stage Capital Investment with Neural Networks
- Efficient Option Pricing via a Globally Regularized Neural Network
- Effectiveness of Neural Networks for Prediction of Corporate Financial Distress in China
- A Neural Network Model on Solving Multiobjective Conditional Value-at-Risk
- DSP Structure Optimizations - A Multirate Signal Flow Graph Approach