Chun-Xiang Li, Dong-Xiao Niu, Li-Min Meng (auth.), Fuchun Sun, Jianwei Zhang, Ying Tan, Jinde Cao, Wen Yu (eds.)3540877339, 9783540877332
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.
Table of contents :
Front Matter….Pages –
Rough Set Combine BP Neural Network in Next Day Load Curve Forcasting….Pages 1-10
Improved Fuzzy Clustering Method Based on Entropy Coefficient and Its Application….Pages 11-20
An Algorithm of Constrained Spatial Association Rules Based on Binary….Pages 21-29
Sequential Proximity-Based Clustering for Telecommunication Network Alarm Correlation….Pages 30-39
A Fast Parallel Association Rules Mining Algorithm Based on FP-Forest….Pages 40-49
Improved Algorithm for Image Processing in TCON of TFT-LCD….Pages 50-56
Clustering Using Normalized Path-Based Metric….Pages 57-66
Association Rule Mining Based on the Semantic Categories of Tourism Information….Pages 67-73
The Quality Monitoring Technology in the Process of the Pulping Papermaking Alkaline Steam Boiling Based on Neural Network….Pages 74-80
A New Self-adjusting Immune Genetic Algorithm….Pages 81-90
Calculation of Latent Semantic Weight Based on Fuzzy Membership….Pages 91-99
Research on Spatial Clustering Acetabuliform Model and Algorithm Based on Mathematical Morphology….Pages 100-109
Partner Selection and Evaluation in Virtual Research Center Based on Trapezoidal Fuzzy AHP….Pages 110-118
A Nonlinear Hierarchical Multiple Models Neural Network Decoupling Controller….Pages 119-127
Adaptive Dynamic Programming for a Class of Nonlinear Control Systems with General Separable Performance Index….Pages 128-137
A General Fuzzified CMAC Controller with Eligibility….Pages 138-147
Case-Based Decision Making Model for Supervisory Control of Ore Roasting Process….Pages 148-157
An Affective Model Applied in Playmate Robot for Children….Pages 158-164
The Application of Full Adaptive RBF NN to SMC Design of Missile Autopilot….Pages 165-170
Multi-Objective Optimal Trajectory Planning of Space Robot Using Particle Swarm Optimization….Pages 171-179
The Direct Neural Control Applied to the Position Control in Hydraulic Servo System….Pages 180-189
An Application of Wavelet Networks in the Carrying Robot Walking….Pages 190-199
TOPN Based Temporal Performance Evaluation Method of Neural Network Based Robot Controller….Pages 200-209
A Fuzzy Timed Object-Oriented Petri Net for Multi-Agent Systems….Pages 210-219
Fuzzy Reasoning Approach for Conceptual Design….Pages 220-226
Extension Robust Control of a Three-Level Converter for High-Speed Railway Tractions….Pages 227-236
Blind Image Watermark Analysis Using Feature Fusion and Neural Network Classifier….Pages 237-242
Gene Expression Data Classification Using Independent Variable Group Analysis….Pages 243-252
The Average Radius of Attraction Basin of Hopfield Neural Networks….Pages 253-258
A Fuzzy Cluster Algorithm Based on Mutative Scale Chaos Optimization….Pages 259-267
A Sparse Sampling Method for Classification Based on Likelihood Factor….Pages 268-275
Estimation of Nitrogen Removal Effect in Groundwater Using Artificial Neural Network….Pages 276-283
Sequential Fuzzy Diagnosis for Condition Monitoring of Rolling Bearing Based on Neural Network….Pages 284-293
Evolving Neural Network Using Genetic Simulated Annealing Algorithms for Multi-spectral Image Classification….Pages 294-303
Detecting Moving Targets in Ground Clutter Using RBF Neural Network….Pages 304-312
Application of Wavelet Neural Networks on Vibration Fault Diagnosis for Wind Turbine Gearbox….Pages 313-320
Dynamical Pattern Classification of Lorenz System and Chen System….Pages 321-330
Research of Spam Filtering System Based on LSA and SHA….Pages 331-340
Voice Translator Based on Associative Memories….Pages 341-350
Denoising Natural Images Using Sparse Coding Algorithm Based on the Kurtosis Measurement….Pages 351-358
A New Denoising Approach for Sound Signals Based on Non-negative Sparse Coding of Power Spectra….Pages 359-366
Building Extraction Using Fast Graph Search….Pages 367-375
Image Denoising Using Three Scales of Wavelet Coefficients….Pages 376-383
Image Denoising Using Neighbouring Contourlet Coefficients….Pages 384-391
Robust Watermark Algorithm Based on the Wavelet Moment Modulation and Neural Network Detection….Pages 392-401
Manifold Training Technique to Reconstruct High Dynamic Range Image….Pages 402-409
Face Hallucination Based on CSGT and PCA….Pages 410-418
Complex Effects Simulation Based Large Particles System on GPU….Pages 419-428
A Selective Attention Computational Model for Perceiving Textures….Pages 429-438
Classifications of Liver Diseases from Medical Digital Images….Pages 439-448
A Global Contour-Grouping Algorithm Based on Spectral Clustering….Pages 449-456
Emotion Recognition in Chinese Natural Speech by Combining Prosody and Voice Quality Features….Pages 457-464
On-Line Diagnosis of Faulty Insulators Based on Improved ART2 Neural Network….Pages 465-472
Diagnosis Method for Gear Equipment by Sequential Fuzzy Neural Network….Pages 473-482
Study of Punch Die Condition Discrimination Based on Wavelet Packet and Genetic Neural Network….Pages 483-491
Data Reconstruction Based on Factor Analysis….Pages 492-497
Synthetic Fault Diagnosis Method of Power Transformer Based on Rough Set Theory and Bayesian Network….Pages 498-505
Fuzzy Information Fusion Algorithm of Fault Diagnosis Based on Similarity Measure of Evidence….Pages 506-515
NN-Based Near Real Time Load Prediction for Optimal Generation Control….Pages 516-525
A Fuzzy Neural-Network-Driven Weighting System for Electric Shovel….Pages 526-532
Neural-Network-Based Maintenance Decision Model for Diesel Engine….Pages 533-541
Design of Intelligent PID Controller Based on Adaptive Genetic Algorithm and Implementation of FPGA….Pages 542-551
Fragile Watermarking Schemes for Tamperproof Web Pages….Pages 552-559
Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network….Pages 560-569
Fuzzy Expert System to Estimate Ignition Timing for Hydrogen Car….Pages 570-579
Circuitry Analog and Synchronization of Hyperchaotic Neuron Model….Pages 580-587
A Genetic-Neural Method of Optimizing Cut-Off Grade and Grade of Crude Ore….Pages 588-597
A SPN-Based Delay Analysis of LEO Satellite Networks….Pages 598-606
Research on the Factors of the Urban System Influenced Post-development of the Olympics’ Venues….Pages 607-614
A Stock Portfolio Selection Method through Fuzzy Delphi….Pages 615-623
A Prediction Algorithm Based on Time Series Analysis….Pages 624-631
An Estimating Traffic Scheme Based on Adaline….Pages 632-641
SVM Model Based on Particle Swarm Optimization for Short-Term Load Forecasting….Pages 642-649
A New BSS Method of Single-Channel Mixture Signal Based on ISBF and Wavelet….Pages 650-657
A Novel Pixel-Level and Feature-Level Combined Multisensor Image Fusion Scheme….Pages 658-665
Combining Multi Wavelet and Multi NN for Power Systems Load Forecasting….Pages 666-673
An Adaptive Algorithm Finding Multiple Roots of Polynomials….Pages 674-681
Robust Designs for Directed Edge Overstriking CNNs with Applications….Pages 682-691
Application of Local Activity Theory of Cellular Neural Network to the Chen’s System….Pages 692-701
Application of PID Controller Based on BP Neural Network Using Automatic Differentiation Method….Pages 702-711
Neuro-Identifier-Based Tracking Control of Uncertain Chaotic System….Pages 712-719
Robust Stability of Switched Recurrent Neural Networks with Discrete and Distributed Delays under Uncertainty….Pages 720-729
WHFPMiner: Efficient Mining of Weighted Highly-Correlated Frequent Patterns Based on Weighted FP-Tree Approach….Pages 730-739
Towards a Categorical Matching Method to Process High-Dimensional Emergency Knowledge Structures….Pages 740-747
Identification and Extraction of Evoked Potentials Based on Borel Spectral Measure for Less Trial Mixtures….Pages 748-756
A Two-Step Blind Extraction Algorithm of Underdetermined Speech Mixtures….Pages 757-763
A Semi-blind Complex ICA Algorithm for Extracting a Desired Signal Based on Kurtosis Maximization….Pages 764-771
Fast and Efficient Algorithms for Nonnegative Tucker Decomposition….Pages 772-782
Neural Network Research Progress and Applications in Forecast….Pages 783-793
Adaptive Image Segmentation Using Modified Pulse Coupled Neural Network….Pages 794-800
Speech Emotion Recognition System Based on BP Neural Network in Matlab Environment….Pages 801-808
Broken Rotor Bars Fault Detection in Induction Motors Using Park’s Vector Modulus and FWNN Approach….Pages 809-821
Coal and Gas Outburst Prediction Combining a Neural Network with the Dempster-Shafter Evidence….Pages 822-829
Using the Tandem Approach for AF Classification in an AVSR System….Pages 830-839
Back Matter….Pages –
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