Advances in Neural Networks - ISNN 2014

Networks.- An Application of Dynamic Regression Model and Residual Auto-regressive Model in Time Series.- Reweighted l2-Regularized Dual Averaging Approach for Highly Sparse Stochastic Learning.- Perceptual Learning Model on Recognizing Chinese Characters.- Hierarchical Solving Method for Large Scale TSP Problems.- Gaussian Process Learning: A Divide-and-Conquer Approach.- A Kernel ELM Classifier for High-resolution Remotely Sensed Imagery Based on Multiple Features.- Early-Stopping Regularized Least-Squares Classification.- Z-Type Model for Real-Time Solution of Complex ZLE.- A Dynamic Generation Approach for Ensemble of Extreme Learning Machines.- Saliency Detection: A Divisive Normalization Approach.- A Novel Neural Network Based Adaptive Control for A Class of Uncertain Strict-Feedback Nonlinear Systems.- Rough Sets Theory Approach to Extenics Risk Assessment Model in Social Risk.- Kernel Parameter Optimization for KFDA Based on Maximum Margin Criterion.- A Polynomial Time Solvable Algorithm to Binary Quadratic Programming Problems with Q being a Seven-Diagonal Matrix and its Neural Network Implementation.- A New Nonlinear Neural Network for Solving QP Problems.- Untrained Method for Ensemble Pruning and Weighted Combination.- An Improved Learning Algorithm with Tunable Kernels for Complex-Valued Radial Basis Function Neural Networks.- Combined Methodology Based on Kernel Regression and Kernel Density Estimation for Sign Language Machine Translation.- Adaptive Intelligent Control for Continuous Stirred Tank Reactor with Output Constraint.- Applications.- Modeling and Application of Principal Component Analysis in Industrial Boiler.- An Orientation Column-inspired Contour Representation and its Application in Shape-based Recognition.- Region Based Image Preprocessor for Feed-Forward Perception Based Systems.- Image Denoising with Signal Dependent Noise using Block Matching and 3D Filtering.- Different-Level Simultaneous Minimization with Aid of Ma Equivalence for RoboticRedundancy Resolution.- Content-Adaptive Rain and Snow Removal Algorithms for Single Image.- Data-Driven Bridge Detection in Compressed Domain from Panchromatic Satellite Imagery.- Fast Nonnegative Tensor Factorization By Using Accelerated Proximal Gradient.- Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand.- Target Detection Using Radar in Heavy Sea Clutter by Polarimetric Analysis and Neural Network.- Human Action Recognition Based on Difference Silhouette and Static Reservoir.- Metric-Based Multi-Task Grouping Neural Network for Traffic Flow.-Forecasting.- Object Tracking with A Novel Method Based on FS-CBWH within Mean-Shift Framework.- Bayesian Covariance Tracking with Adaptive Feature Selection.- Single-Trial Detection of Error-Related Potential by One-Unit SOBI-R in SSVEP-based BCI.- Generalized Regression Neural Networks with K-Fold Cross-Validation for Displacement of Landslide Forecasting.- One-Class Classification Ensemble with Dynamic Classifier Selection.- A Massive Sensor Data Streams Multi-dimensional Analysis Strategy.- Using Progressive Logarithmic Tilted Time Frame for Cloud-Based Monitoring Application.- Evolutionary Clustering Detection of Similarity in Neuronal Spike Patterns.- Fast and Effective Image Segmentation via Superpixels and Adaptive Thresholding.- Diagonal Log-normal Generalized RBF Neural Network for Stock Price Prediction.- Design of a Greedy V2G Coordinator Achieving Microgrid-level Load Shift.- PolSAR Image Segmentation Based on the Modified Non-negative.- Matrix Factorization and Support Vector Machine.- Solving Path Planning of UAV Based on Modified Multi-Population Differential Evolution Algorithm.- Consensus for Higher-order Multi-agent Networks with External Disturbances.- The Research of Document Clustering Topical Concept Based on Neural Networks.- The Research of Reducing Misregistration Based on Image Mosaicing.- A Parallel Image SegmentationMethod Based on SOM and GPU with Application to MRI Image Processing.