Advances in Neural Networks - ISNN 2008: 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part I

Front Matter....Pages -
Single Trial Evoked Potentials Study during an Emotional Processing Based on Wavelet Transform....Pages 1-10
Robust Speaker Modeling Based on Constrained Nonnegative Tensor Factorization....Pages 11-20
A Hypothesis on How the Neocortex Extracts Information for Prediction in Sequence Learning....Pages 21-29
MENN Method Applications for Stock Market Forecasting....Pages 30-39
New Chaos Produced from Synchronization of Chaotic Neural Networks....Pages 40-46
A Two Stage Energy Model Exhibiting Selectivity to Changing Disparity....Pages 47-54
A Feature Extraction Method Based on Wavelet Transform and NMFs....Pages 55-62
Similarity Measures between Connection Numbers of Set Pair Analysis....Pages 63-68
Temporal Properties of Illusory-Surface Perception Probed with Poggendorff Configuration....Pages 69-77
Interval Self-Organizing Map for Nonlinear System Identification and Control....Pages 78-86
A Dual-Mode Learning Mechanism Combining Knowledge-Education and Machine-Learning....Pages 87-96
The Effect of Task Relevance on Electrophysiological Response to Emotional Stimuli....Pages 97-106
A Detailed Study on the Modulation of Emotion Processing by Spatial Location....Pages 107-116
MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Time-Varying Lyapunov Equation Solving....Pages 117-127
Improved Global Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays....Pages 128-137
Global Exponential Stability and Periodicity of CNNs with Time-Varying Discrete and Distributed Delays....Pages 138-147
Estimation of Value-at-Risk for Exchange Risk Via Kernel Based Nonlinear Ensembled Multi Scale Model....Pages 148-157
Delay-Dependent Global Asymptotic Stability in Neutral-Type Delayed Neural Networks with Reaction-Diffusion Terms....Pages 158-167
Discrimination of Reconstructed Milk in Raw Milk by Combining Near Infrared Spectroscopy with Biomimetic Pattern Recognition....Pages 168-175
Data Fusion Based on Neural Networks and Particle Swarm Algorithm and Its Application in Sugar Boiling....Pages 176-185
Asymptotic Law of Likelihood Ratio for Multilayer Perceptron Models....Pages 186-195
An On-Line Learning Radial Basis Function Network and Its Application....Pages 196-203
A Hybrid Model of Partial Least Squares and RBF Neural Networks for System Identification....Pages 204-211
Nonlinear Complex Neural Circuits Analysis and Design by q-Value Weighted Bounded Operator....Pages 212-221
Fuzzy Hyperbolic Neural Network Model and Its Application in H  ∞  Filter Design....Pages 222-230
On the Domain Attraction of Fuzzy Neural Networks....Pages 231-236
CG-M-FOCUSS and Its Application to Distributed Compressed Sensing....Pages 237-245
Dynamic of Cohen-Grossberg Neural Networks with Variable Coefficients and Time-Varying Delays....Pages 246-254
Permutation Free Encoding Technique for Evolving Neural Networks....Pages 255-265
Six-Element Linguistic Truth-Valued Intuitionistic Reasoning in Decision Making....Pages 266-274
A Sequential Learning Algorithm for RBF Networks with Application to Ship Inverse Control....Pages 275-282
Implementation of Neural Network Learning with Minimum L 1 -Norm Criteria in Fractional Order Non-gaussian Impulsive Noise Environments....Pages 283-290
Stability of Neural Networks with Parameters Disturbed by White Noises....Pages 291-298
Neural Control of Uncertain Nonlinear Systems with Minimum Control Effort....Pages 299-308
Three Global Exponential Convergence Results of the GPNN for Solving Generalized Linear Variational Inequalities....Pages 309-318
Disturbance Attenuating Controller Design for a Class of Nonlinear Systems with Unknown Time-Delay....Pages 319-329
Stability Criteria with Less Variables for Neural Networks with Time-Varying Delay....Pages 330-337
Robust Stability of Uncertain Neural Networks with Time-Varying Delays....Pages 338-346
Novel Coupled Map Lattice Model for Prediction of EEG Signal....Pages 347-356
Adaptive Synchronization of Delayed Chaotic Systems....Pages 357-363
Research on Fish Intelligence for Fish Trajectory Prediction Based on Neural Network....Pages 364-373
A Hybrid MCDM Method for Route Selection of Multimodal Transportation Network....Pages 374-383
Function Approximation by Neural Networks....Pages 384-390
Robot Navigation Based on Fuzzy RL Algorithm....Pages 391-399
Nuclear Reactor Reactivity Prediction Using Feed Forward Artificial Neural Networks....Pages 400-409
Active Noise Control Using a Feedforward Network with Online Sequential Extreme Learning Machine....Pages 410-416
A Probabilistic Method to Estimate Life Expectancy of Application Software....Pages 417-421
Particle Filter with Improved Proposal Distribution for Vehicle Tracking....Pages 422-431
Cluster Selection Based on Coupling for Gaussian Mean Fields....Pages 432-441
Multiresolution Image Fusion Algorithm Based on Block Modeling and Probabilistic Model....Pages 442-451
An Evolutionary Approach for Vector Quantization Codebook Optimization....Pages 452-461
Kernel-Based Text Classification on Statistical Manifold....Pages 462-471
A Boost Voting Strategy for Knowledge Integration and Decision Making....Pages 472-481
A New Strategy for Pridicting Eukaryotic Promoter Based on Feature Boosting....Pages 482-490
Searching for Interacting Features for Spam Filtering....Pages 491-500
Structural Support Vector Machine....Pages 501-511
The Turning Points on MLP’s Error Surface....Pages 512-520
Parallel Fuzzy Reasoning Models with Ensemble Learning....Pages 521-530
Classification and Dimension Reduction in Bank Credit Scoring System....Pages 531-538
Polynomial Nonlinear Integrals....Pages 539-548
Testing Error Estimates for Regularization and Radial Function Networks....Pages 549-554
A Practical Clustering Algorithm....Pages 555-560
Concise Coupled Neural Network Algorithm for Principal Component Analysis....Pages 561-568
Spatial Clustering with Obstacles Constraints by Hybrid Particle Swarm Optimization with GA Mutation....Pages 569-578
Analysis of the Kurtosis-Sum Objective Function for ICA....Pages 579-588
BYY Harmony Learning on Weibull Mixture with Automated Model Selection....Pages 589-599
A BYY Split-and-Merge EM Algorithm for Gaussian Mixture Learning....Pages 600-609
A Comparative Study on Clustering Algorithms for Multispectral Remote Sensing Image Recognition....Pages 610-617
A Gradient BYY Harmony Learning Algorithm for Straight Line Detection....Pages 618-626
An Estimation of the Optimal Gaussian Kernel Parameter for Support Vector Classification....Pages 627-635
Imbalanced SVM Learning with Margin Compensation....Pages 636-644
Path Algorithms for One-Class SVM....Pages 645-654
Simulations for American Option Pricing Under a Jump-Diffusion Model: Comparison Study between Kernel-Based and Regression-based Methods....Pages 655-662
Global Convergence Analysis of Decomposition Methods for Support Vector Regression....Pages 663-673
Rotating Fault Diagnosis Based on Wavelet Kernel Principal Component....Pages 674-681
Inverse System Identification of Nonlinear Systems Using LSSVM Based on Clustering....Pages 682-690
A New Approach to Division of Attribute Space for SVR Based Classification Rule Extraction....Pages 691-700
Chattering-Free LS-SVM Sliding Mode Control....Pages 701-708
Selection of Gaussian Kernel Parameter for SVM Based on Convex Estimation....Pages 709-714
Multiple Sources Data Fusion Strategies Based on Multi-class Support Vector Machine....Pages 715-722
A Generic Diffusion Kernel for Semi-supervised Learning....Pages 723-732
Weighted Hyper-sphere SVM for Hypertext Classification....Pages 733-740
Theoretical Analysis of a Rigid Coreset Minimum Enclosing Ball Algorithm for Kernel Regression Estimation....Pages 741-752
Kernel Matrix Learning for One-Class Classification....Pages 753-761
Structure Automatic Change in Neural Network....Pages 762-775
Particle Swarm Optimization for Two-Stage FLA Problem with Fuzzy Random Demands....Pages 776-785
T-S Fuzzy Model Identification Based on Chaos Optimization....Pages 786-795
ADHDP for the pH Value Control in the Clarifying Process of Sugar Cane Juice....Pages 796-805
Dynamic PSO-Neural Network: A Case Study for Urban Microcosmic Mobile Emission....Pages 806-815
An Improvement to Ant Colony Optimization Heuristic....Pages 816-825
Extension of a Polynomial Time Mehrotra-Type Predictor-Corrector Safeguarded Algorithm to Monotone Linear Complementarity Problems....Pages 826-835
QoS Route Discovery of Ad Hoc Networks Based on Intelligence Computing....Pages 836-844
Memetic Algorithm-Based Image Watermarking Scheme....Pages 845-853
A Genetic Algorithm Using a Mixed Crossover Strategy....Pages 854-863
Condition Prediction of Hydroelectric Generating Unit Based on Immune Optimized RBFNN....Pages 864-872
Synthesis of a Hybrid Five-Bar Mechanism with Particle Swarm Optimization Algorithm....Pages 873-882
Robust Model Predictive Control Using a Discrete-Time Recurrent Neural Network....Pages 883-892
A PSO-Based Method for Min- ε Approximation of Closed Contour Curves....Pages 893-902
Back Matter....Pages -