Advances in Neural Networks - ISNN 2008

The two volume set LNCS 5263/5264 constitutes the refereed proceedings of the 5th International Symposium on Neural Networks, ISNN 2008, held in Beijing, China in September 2008. The 192 revised papers presented were carefully reviewed and selected from a total of 522 submissions. The papers are organized in topical sections on computational neuroscience; cognitive science; mathematical modeling of neural systems; stability and nonlinear analysis; feedforward and fuzzy neural networks; probabilistic methods; supervised learning; unsupervised learning; support vector machine and kernel methods; hybrid optimisation algorithms; machine learning and data mining; intelligent control and robotics; pattern recognition; audio image processinc and computer vision; fault diagnosis; applications and implementations; applications of neural networks in electronic engineering; cellular neural networks and advanced control with neural networks; nature inspired methods of high-dimensional discrete data analysis; pattern recognition and information processing using neural networks.

Inhalt
Machine Learning and Data Mining.- Rough Set Combine BP Neural Network in Next Day Load Curve Forcasting.- Improved Fuzzy Clustering Method Based on Entropy Coefficient and Its Application.- An Algorithm of Constrained Spatial Association Rules Based on Binary.- Sequential Proximity-Based Clustering for Telecommunication Network Alarm Correlation.- A Fast Parallel Association Rules Mining Algorithm Based on FP-Forest.- Improved Algorithm for Image Processing in TCON of TFT-LCD.- Clustering Using Normalized Path-Based Metric.- Association Rule Mining Based on the Semantic Categories of Tourism Information.- The Quality Monitoring Technology in the Process of the Pulping Papermaking Alkaline Steam Boiling Based on Neural Network.- A New Self-adjusting Immune Genetic Algorithm.- Calculation of Latent Semantic Weight Based on Fuzzy Membership.- Research on Spatial Clustering Acetabuliform Model and Algorithm Based on Mathematical Morphology.- Intelligent Control and Robotics.- Partner Selection and Evaluation in Virtual Research Center Based on Trapezoidal Fuzzy AHP.- A Nonlinear Hierarchical Multiple Models Neural Network Decoupling Controller.- Adaptive Dynamic Programming for a Class of Nonlinear Control Systems with General Separable Performance Index.- A General Fuzzified CMAC Controller with Eligibility.- Case-Based Decision Making Model for Supervisory Control of Ore Roasting Process.- An Affective Model Applied in Playmate Robot for Children.- The Application of Full Adaptive RBF NN to SMC Design of Missile Autopilot.- Multi-Objective Optimal Trajectory Planning of Space Robot Using Particle Swarm Optimization.- The Direct Neural Control Applied to the Position Control in Hydraulic Servo System.- An Application of Wavelet Networks in the Carrying Robot Walking.- TOPN Based Temporal Performance Evaluation Method of Neural Network Based Robot Controller.- A Fuzzy Timed Object-Oriented Petri Net for Multi-Agent Systems.- Fuzzy Reasoning Approach for Conceptual Design.- Extension Robust Control of a Three-Level Converter for High-Speed Railway Tractions.- Pattern Recognition.- Blind Image Watermark Analysis Using Feature Fusion and Neural Network Classifier.- Gene Expression Data Classification Using Independent Variable Group Analysis.- The Average Radius of Attraction Basin of Hopfield Neural Networks.- A Fuzzy Cluster Algorithm Based on Mutative Scale Chaos Optimization.- A Sparse Sampling Method for Classification Based on Likelihood Factor.- Estimation of Nitrogen Removal Effect in Groundwater Using Artificial Neural Network.- Sequential Fuzzy Diagnosis for Condition Monitoring of Rolling Bearing Based on Neural Network.- Evolving Neural Network Using Genetic Simulated Annealing Algorithms for Multi-spectral Image Classification.- Detecting Moving Targets in Ground Clutter Using RBF Neural Network.- Application of Wavelet Neural Networks on Vibration Fault Diagnosis for Wind Turbine Gearbox.- Dynamical Pattern Classification of Lorenz System and Chen System.- Research of Spam Filtering System Based on LSA and SHA.- Voice Translator Based on Associative Memories.- Audio, Image Processing and Computer Vision.- Denoising Natural Images Using Sparse Coding Algorithm Based on the Kurtosis Measurement.- A New Denoising Approach for Sound Signals Based on Non-negative Sparse Coding of Power Spectra.- Building Extraction Using Fast Graph Search.- Image Denoising Using Three Scales of Wavelet Coefficients.- Image Denoising Using Neighbouring Contourlet Coefficients.- Robust Watermark Algorithm Based on the Wavelet Moment Modulation and Neural Network Detection.- Manifold Training Technique to Reconstruct High Dynamic Range Image.- Face Hallucination Based on CSGT and PCA.- Complex Effects Simulation Based Large Particles System on GPU.- A Selective Attention Computational Model for Perceiving Textures.- Classifications of Liver Diseases from Medical Digital Images.- A Global Contour-Grouping Algorithm Based on Spectral Clustering.- Emotion Recognition in Chinese Natural Speech by Combining Prosody and Voice Quality Features.- Fault Diagnosis.- On-Line Diagnosis of Faulty Insulators Based on Improved ART2 Neural Network.- Diagnosis Method for Gear Equipment by Sequential Fuzzy Neural Network.- Study of Punch Die Condition Discrimination Based on Wavelet Packet and Genetic Neural Network.- Data Reconstruction Based on Factor Analysis.- Synthetic Fault Diagnosis Method of Power Transformer Based on Rough Set Theory and Bayesian Network.- Fuzzy Information Fusion Algorithm of Fault Diagnosis Based on Similarity Measure of Evidence.- Other Applications and Implementations.- NN-Based Near Real Time Load Prediction for Optimal Generation Control.- A Fuzzy Neural-Network-Driven Weighting System for Electric Shovel.- Neural-Network-Based Maintenance Decision Model for Diesel Engine.- Design of Intelligent PID Controller Based on Adaptive Genetic Algorithm and Implementation of FPGA.- Fragile Watermarking Schemes for Tamperproof Web Pages.- Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network.- Fuzzy Expert System to Estimate Ignition Timing for Hydrogen Car.- Circuitry Analog and Synchronization of Hyperchaotic Neuron Model.- A Genetic-Neural Method of Optimizing Cut-Off Grade and Grade of Crude Ore.- A SPN-Based Delay Analysis of LEO Satellite Networks.- Research on the Factors of the Urban System Influenced Post-development of the Olympics' Venues.- A Stock Portfolio Selection Method through Fuzzy Delphi.- A Prediction Algorithm Based on Time Series Analysis.- Applications of Neural Networks in Electronic Engineering.- An Estimating Traffic Scheme Based on Adaline.- SVM Model Based on Particle Swarm Optimization for Short-Term Load Forecasting.- A New BSS Method of Single-Channel Mixture Signal Based on ISBF and Wavelet.- A Novel Pixel-Level and Feature-Level Combined Multisensor Image Fusion Scheme.- Combining Multi Wavelet and Multi NN for Power Systems Load Forecasting.- An Adaptive Algorithm Finding Multiple Roots of Polynomials.- Cellular Neural Networks and Advanced Control with Neural Networks.- Robust Designs for Directed Edge Overstriking CNNs with Applications.- Application of Local Activity Theory of Cellular Neural Network to the Chen's System.- Application of PID Controller Based on BP Neural Network Using Automatic Differentiation Method.- Neuro-Identifier-Based Tracking Control of Uncertain Chaotic System.- Robust Stability of Switched Recurrent Neural Networks with Discrete and Distributed Delays under Uncertainty.- Nature Inspired Methods of High-dimensional Discrete Data Analysis.- WHFPMiner: Efficient Mining of Weighted Highly-Correlated Frequent Patterns Based on Weighted FP-Tree Approach.- Towards a Categorical Matching Method to Process High-Dimensional Emergency Knowledge Structures.- Identification and Extraction of Evoked Potentia…