Advances in Neural Networks - ISNN 2013 [electronic resource] : 10th International Symposium on Neural Networks, Dalian, China, July 4-6, 2013, Proceedings, Part II / edited by Chengan Guo, Zeng-Guang Hou, Zhigang Zeng.

Control, Robotics and Hardware -- Optimal Tracking Control Scheme for Discrete-Time Nonlinear Systems with Approximation Errors -- Distributed Output Feedback Tracking Control of Uncertain Nonlinear Multi-Agent Systems with Unknown Input of Leader -- Quadrotor Flight Control Parameters Optimization Based on Chaotic Estimation of Distribution Algorithm -- Stability Analysis on Pattern-Based NN Control Systems -- Observer-Based H∞ Fuzzy Control for T-S Fuzzy Neural Networks with Random Data Losses -- Robust Adaptive Neural Network Control for Wheeled Inverted Pendulum with Input Saturation -- An Improved Learning Scheme for Extracting T-S Fuzzy Rules from Data Samples -- On the Equivalence between Generalized Ellipsoidal Basis Function Neural Networks and T-S Fuzzy Systems -- Adaptive NN Control for a Class of Strict-Feedback Discrete-Time Nonlinear Systems with Input Saturation -- NN Based Adaptive Dynamic Surface Control for Fully Actuated AUV -- Bifurcation Control of a Fractional Order Hindmarsh-Rose Neuronal Model -- Adaptive Neural Control for a Class of Large-Scale Pure-Feedback Nonlinear Systems -- Adaptive Synchronization of Uncertain Chaotic Systems via Neural Network-Based Dynamic Surface Control Design -- Adaptive NN Dynamic Surface Control for Stochastic Nonlinear Strict-feedback Systems -- Cooperative Tracking of Multiple Agents with Uncertain Nonlinear Dynamics and Fixed Time Delays -- Adaptation Phase-Locked Loop Speed and Neuron PI Torque Control of Permanent Magnet Synchronous Motor -- Global Tracking Control of a Wheeled Mobile Robot Using RBF Neural Networks -- Adaptive NN Tracking Control of Double Inverted Pendulums with Input Saturation -- Identification and Control of PMSM Using Adaptive BP-PID Neural Network -- Adaptive NN Control for a Class of Chemical Reactor Systems -- Application-Oriented Adaptive Neural Networks Design for Ship's Linear-tracking Control -- Adaptive Synchronization for Stochastic Markovian Jump Neural Networks with Mode-Dependent Delays -- Neural Network H∞ Tracking Control of Nonlinear Systems Using GHJI Method -- Adaptive Neural Control for Uncertain Attitude Dynamics of Near-Space Vehicles with Oblique Wing -- EMG-Based Neural Network Control of an Upper-Limb Power-Assist Exoskeleton Robot -- Neural Network Based Direct Adaptive Backstepping Method for Fin Stabilizer System -- Output Feedback Adaptive Rubost NN Control for a Class of Nonlinear Discrete-Time Systems -- Robust Fin Control for Ship Roll Stabilization by Using Functional-Link Neural Networks -- DSC Approach to Robust Adaptive NN Tracking Control for a Class of SISO Systems -- Integrated Intelligent Control Method of Coke Oven Collector Pressure -- DSC Approach to Adaptive NN Control on a Ship Linear-Path Following -- Observer-Based Adaptive Neural Networks Control of Nonlinear Pure Feedback Systems with Hysteresis -- Active Disturbance Rejection Control on Path Following for Underactuated Ships -- Bioinformatics and Biomedical Engineering, Brain-Like Systems and Brain-Computer Interfaces -- Canonical Correlation Analysis Neural Network for Steady-State Visual Evoked Potentials Based Brain-Computer Interfaces -- A Frequency Boosting Method for Motor Imagery EEG Classification in BCI-FES Rehabilitation Training System -- A Novel Ensemble Algorithm for Tumor Classification -- Reducing the Computation Time for BCI Using Improved ICA Algorithms -- An SSVEP-Based BCI with Adaptive Time-Window Length -- A Novel Geodesic Distance Based Clustering Approach to Delineating Boundaries of Touching Cells -- Seizure Detection in Clinical EEG Based on Entropies and EMD -- Evolutionary Neural Networks, Hybrid Intelligent Systems -- A New Hybrid Intelligent System for Fast Neural Network Training -- EDA-Based Multi-objective Optimization Using Preference Order Ranking and Multivariate Gaussian Copula -- Resource Scheduling of Cloud with QoS Constraints -- Hybird Evolutionary Algorithms for Artificial Neural Network Training in Rainfalll Forecasting -- Artificial Fish Swarm Optimization Algorithm Based on Mixed Crossover Strategy -- Data Mining and Knowledge Discovery -- Bias-Guided Random Walk for Network-Based Data Classification -- A Robust Multi-criteria Recommendation Approach with Preference-Based Similarity and Support Vector Machine -- Semi-Supervised Learning Using Random Walk Limiting Probabilities -- A Purity Measure Based Transductive Learning Algorithm -- Novel Class Detection within Classification for Data Streams -- Spatial Pyramid Formulation in Weakly Supervised Manner -- Ship Maneuvering Modeling Based on Fuzzy Rules Extraction and Optimization -- Learning to Create an Extensible Event Ontology Model from Social-Media Streams -- A Revised Inference for Correlated Topic Model -- Other Applications of Neural Networks -- Adaptive Fault Estimation of Coupling Connections for Synchronization of Complex Interconnected Networks -- Time Series Fault Prediction in Semiconductor Equipment Using Recurrent Neural Network -- Relearning Probability Neural Network for Monitoring Human Behaviors by Using Wireless Sensor Networks -- Different ZFs Leading to Various ZNN Models Illustrated via Online Solution of Time-Varying Underdetermined Systems of Linear Equations with Robotic Application -- Estimation of Indicated Torque for Performance Monitoring in a Diesel Engine -- Blind Single Channel Identification Based on Signal Intermittency and Second-Order Statistics -- Constructing Surrogate Model for Optimum Concrete Mixtures Using Neural Network -- Flickr Group Recommendation Based on User-Generated Tags and Social Relations via Topic Model -- Measure Method of Fuzzy Inclusion Relation in Granular Computing -- Zhang-Gradient Controllers of Z0G0, Z1G0 and Z1G1 Types for Output Tracking of Time-Varying Linear Systems with Control-Singularity Conquered Finally -- Utilizing Social and Behavioral Neighbors for Personalized Recommendation -- Artificial Fish Swarm Algorithm for Two-Dimensional Non-Guillotine Cutting Stock Problem -- Utility-Driven Share Scheduling Algorithm in Hadoop -- Research on Fault Diagnosis of Transmission Line Based on SIFT Feature -- Research of Pneumatic Actuator Fault Diagnosis Method Based on GA Optimized BP Neural Network and Fuzzy Logic -- Gaussian Function Assisted Neural Networks Decoding Algorithm for Turbo Product Codes -- A New BP Neural Network Based Method for Load Harmonic Current Assessment -- Local Prediction of Network Traffic Measurements Data Based on Relevance Vector Machine -- A Massive Sensor Sampling Data Gathering Optimization Strategy for Concurrent Multi-criteria Target Monitoring Application -- Improving the Performance of Neural Networks with Random Forest in Detecting Network Intrusions -- Displacement Prediction Model of Landslide Based on Functional Networks -- Target Recognition Methods Based on Multi-neural Network Classifiers Fusion.