Ebook: Advances in Neural Networks – ISNN 2013: 10th International Symposium on Neural Networks, Dalian, China, July 4-6, 2013, Proceedings, Part II

The two-volume set LNCS 7951 and 7952 constitutes the refereed proceedings of the 10th International Symposium on Neural Networks, ISNN 2013, held in Dalian, China, in July 2013. The 157 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in following topics: computational neuroscience, cognitive science, neural network models, learning algorithms, stability and convergence analysis, kernel methods, large margin methods and SVM, optimization algorithms, varational methods, control, robotics, bioinformatics and biomedical engineering, brain-like systems and brain-computer interfaces, data mining and knowledge discovery and other applications of neural networks.

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The two-volume set LNCS 7951 and 7952 constitutes the refereed proceedings of the 10th International Symposium on Neural Networks, ISNN 2013, held in Dalian, China, in July 2013.

The 157 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in following topics: computational neuroscience, cognitive science, neural network models, learning algorithms, stability and convergence analysis, kernel methods, large margin methods and SVM, optimization algorithms, varational methods, control, robotics, bioinformatics and biomedical engineering, brain-like systems and brain-computer interfaces, data mining and knowledge discovery and other applications of neural networks.

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The two-volume set LNCS 7951 and 7952 constitutes the refereed proceedings of the 10th International Symposium on Neural Networks, ISNN 2013, held in Dalian, China, in July 2013.

The 157 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in following topics: computational neuroscience, cognitive science, neural network models, learning algorithms, stability and convergence analysis, kernel methods, large margin methods and SVM, optimization algorithms, varational methods, control, robotics, bioinformatics and biomedical engineering, brain-like systems and brain-computer interfaces, data mining and knowledge discovery and other applications of neural networks.

Content:
Front Matter....Pages -
Optimal Tracking Control Scheme for Discrete-Time Nonlinear Systems with Approximation Errors....Pages 1-10
Distributed Output Feedback Tracking Control of Uncertain Nonlinear Multi-Agent Systems with Unknown Input of Leader....Pages 11-18
Quadrotor Flight Control Parameters Optimization Based on Chaotic Estimation of Distribution Algorithm....Pages 19-26
Stability Analysis on Pattern-Based NN Control Systems....Pages 27-34
Robust Adaptive Neural Network Control for Wheeled Inverted Pendulum with Input Saturation....Pages 35-44
An Improved Learning Scheme for Extracting T-S Fuzzy Rules from Data Samples....Pages 45-52
On the Equivalence between Generalized Ellipsoidal Basis Function Neural Networks and T-S Fuzzy Systems....Pages 53-60
Adaptive NN Control for a Class of Strict-Feedback Discrete-Time Nonlinear Systems with Input Saturation....Pages 61-69
NN Based Adaptive Dynamic Surface Control for Fully Actuated AUV....Pages 70-78
Bifurcation Control of a Fractional Order Hindmarsh-Rose Neuronal Model....Pages 79-87
Adaptive Neural Control for a Class of Large-Scale Pure-Feedback Nonlinear Systems....Pages 88-95
Adaptive Synchronization of Uncertain Chaotic Systems via Neural Network-Based Dynamic Surface Control Design....Pages 96-103
Adaptive NN Dynamic Surface Control for Stochastic Nonlinear Strict-Feedback Systems....Pages 104-111
Cooperative Tracking of Multiple Agents with Uncertain Nonlinear Dynamics and Fixed Time Delays....Pages 112-119
Adaptation Phase-Locked Loop Speed and Neuron PI Torque Control of Permanent Magnet Synchronous Motor....Pages 120-129
Global Tracking Control of a Wheeled Mobile Robot Using RBF Neural Networks....Pages 130-138
Adaptive NN Tracking Control of Double Inverted Pendulums with Input Saturation....Pages 139-146
Identification and Control of PMSM Using Adaptive BP-PID Neural Network....Pages 147-154
Adaptive NN Control for a Class of Chemical Reactor Systems....Pages 155-162
Application-Oriented Adaptive Neural Networks Design for Ship’s Linear-Tracking Control....Pages 163-169
Adaptive Synchronization for Stochastic Markovian Jump Neural Networks with Mode-Dependent Delays....Pages 170-177
Adaptive Neural Control for Uncertain Attitude Dynamics of Near-Space Vehicles with Oblique Wing....Pages 178-185
EMG-Based Neural Network Control of an Upper-Limb Power-Assist Exoskeleton Robot....Pages 186-195
Neural Network Based Direct Adaptive Backstepping Method for Fin Stabilizer System....Pages 196-203
Output Feedback Adaptive Robust NN Control for a Class of Nonlinear Discrete-Time Systems....Pages 204-211
Robust Fin Control for Ship Roll Stabilization by Using Functional-Link Neural Networks....Pages 212-219
DSC Approach to Robust Adaptive NN Tracking Control for a Class of SISO Systems....Pages 220-227
Integrated Intelligent Control Method of Coke Oven Collector Pressure....Pages 228-237
DSC Approach to Adaptive NN Control on a Ship Linear-Path Following....Pages 238-245
Observer-Based Adaptive Neural Networks Control of Nonlinear Pure Feedback Systems with Hysteresis....Pages 246-252
Active Disturbance Rejection Control on Path Following for Underactuated Ships....Pages 253-259
Canonical Correlation Analysis Neural Network for Steady-State Visual Evoked Potentials Based Brain-Computer Interfaces....Pages 260-267
A Frequency Boosting Method for Motor Imagery EEG Classification in BCI-FES Rehabilitation Training System....Pages 268-275
A Novel Ensemble Algorithm for Tumor Classification....Pages 276-283
Reducing the Computation Time for BCI Using Improved ICA Algorithms....Pages 284-291
An SSVEP-Based BCI with Adaptive Time-Window Length....Pages 292-298
A Novel Geodesic Distance Based Clustering Approach to Delineating Boundaries of Touching Cells....Pages 299-304
Seizure Detection in Clinical EEG Based on Entropies and EMD....Pages 305-314
A New Hybrid Intelligent System for Fast Neural Network Training....Pages 315-322
EDA-Based Multi-objective Optimization Using Preference Order Ranking and Multivariate Gaussian Copula....Pages 323-330
Resource Scheduling of Cloud with QoS Constraints....Pages 331-340
Hybird Evolutionary Algorithms for Artificial Neural Network Training in Rainfall Forecasting....Pages 341-350
Artificial Fish Swarm Optimization Algorithm Based on Mixed Crossover Strategy....Pages 351-358
Bias-Guided Random Walk for Network-Based Data Classification....Pages 359-366
A Robust Multi-criteria Recommendation Approach with Preference-Based Similarity and Support Vector Machine....Pages 367-374
Semi-Supervised Learning Using Random Walk Limiting Probabilities....Pages 375-384
A Purity Measure Based Transductive Learning Algorithm....Pages 385-394
Novel Class Detection within Classification for Data Streams....Pages 395-404
Spatial Pyramid Formulation in Weakly Supervised Manner....Pages 405-412
Ship Maneuvering Modeling Based on Fuzzy Rules Extraction and Optimization....Pages 413-420
Learning to Create an Extensible Event Ontology Model from Social-Media Streams....Pages 421-428
A Revised Inference for Correlated Topic Model....Pages 429-435
Adaptive Fault Estimation of Coupling Connections for Synchronization of Complex Interconnected Networks....Pages 436-444
Time Series Fault Prediction in Semiconductor Equipment Using Recurrent Neural Network....Pages 445-454
Relearning Probability Neural Network for Monitoring Human Behaviors by Using Wireless Sensor Networks....Pages 455-462
Different ZFs Leading to Various ZNN Models Illustrated via Online Solution of Time-Varying Underdetermined Systems of Linear Equations with Robotic Application....Pages 463-472
Estimation of Indicated Torque for Performance Monitoring in a Diesel Engine....Pages 473-480
Blind Single Channel Identification Based on Signal Intermittency and Second-Order Statistics....Pages 481-488
Constructing Surrogate Model for Optimum Concrete Mixtures Using Neural Network....Pages 489-499
Flickr Group Recommendation Based on User-Generated Tags and Social Relations via Topic Model....Pages 500-505
Measure Method of Fuzzy Inclusion Relation in Granular Computing....Pages 506-513
Zhang-Gradient Controllers of Z0G0, Z1G0 and Z1G1 Types for Output Tracking of Time-Varying Linear Systems with Control-Singularity Conquered Finally....Pages 514-523
Utilizing Social and Behavioral Neighbors for Personalized Recommendation....Pages 524-532
Artificial Fish Swarm Algorithm for Two-Dimensional Non-Guillotine Cutting Stock Problem....Pages 533-540
Utility-Driven Share Scheduling Algorithm in Hadoop....Pages 541-551
Research on Fault Diagnosis of Transmission Line Based on SIFT Feature....Pages 552-559
Research of Pneumatic Actuator Fault Diagnosis Method Based on GA Optimized BP Neural Network and Fuzzy Logic....Pages 560-568
Gaussian Function Assisted Neural Networks Decoding Algorithm for Turbo Product Codes....Pages 569-577
A New BP Neural Network Based Method for Load Harmonic Current Assessment....Pages 578-585
Local Prediction of Network Traffic Measurements Data Based on Relevance Vector Machine....Pages 586-596
A Massive Sensor Sampling Data Gathering Optimization Strategy for Concurrent Multi-criteria Target Monitoring Application....Pages 597-605
Improving the Performance of Neural Networks with Random Forest in Detecting Network Intrusions....Pages 606-613
Displacement Prediction Model of Landslide Based on Functional Networks....Pages 614-621
Target Recognition Methods Based on Multi-neural Network Classifiers Fusion....Pages 622-629
Back Matter....Pages 630-637
....Pages 638-647