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Advances in Neural Networks – ISNN 2014

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Cover of 'Advances in Neural Networks – ISNN 2014'

Table of Contents

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    Book Overview
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    Chapter 1 A Less Conservative Guaranteed Cost Stabilization of Time-Varying Delayed CNNs
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    Chapter 2 Existence and Uniqueness of Almost Automorphic Solutions to Cohen-Grossberg Neural Networks with Delays
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    Chapter 3 A Proof of a Key Formula in the Error-Backpropagation Learning Algorithm for Multiple Spiking Neural Networks
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    Chapter 4 Anti-Synchronization Control for Memristor-Based Recurrent Neural Networks
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    Chapter 5 Adaptive Pinning Synchronization of Coupled Inertial Delayed Neural Networks
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    Chapter 6 The Relationship between Neural Avalanches and Neural Oscillations
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    Chapter 7 Reinforcement-Learning-Based Controller Design for Nonaffine Nonlinear Systems
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    Chapter 8 Multistability and Multiperiodicity Analysis of Complex-Valued Neural Networks
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    Chapter 9 Exponential Synchronization of Coupled Stochastic and Switched Neural Networks with Impulsive Effects
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    Chapter 10 The Research of Building Indoor Temperature Prediction Based on Support Vector Machine
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    Chapter 11 Towards the Computation of a Nash Equilibrium
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    Chapter 12 Sensorless PMSM Speed Control Based on NN Adaptive Observer
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    Chapter 13 Neural-Network-Based Adaptive Fault Estimation for a Class of Interconnected Nonlinear System with Triangular Forms
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    Chapter 14 Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition
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    Chapter 15 CSP-Based EEG Analysis on Dissociated Brain Organization for Single-Digit Addition and Multiplication
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    Chapter 16 Lazy Fully Probabilistic Design of Decision Strategies
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    Chapter 17 Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller
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    Chapter 18 Finite-Time Stability of Switched Static Neural Networks
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    Chapter 19 Fixed-Priority Scheduling Policies and Their Non-utilization Bounds
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    Chapter 20 Modeling Dynamic Hysteresis of Smart Actuators with Fuzzy Tree
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    Chapter 21 Neurodynamics-Based Model Predictive Control for Trajectory Tracking of Autonomous Underwater Vehicles
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    Chapter 22 Feedback-Dependence of Correlated Firing in Globally Coupled Networks
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    Chapter 23 Wilcoxon-Norm-Based Robust Extreme Learning Machine
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    Chapter 24 An Artificial Synaptic Plasticity Mechanism for Classical Conditioning with Neural Networks
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    Chapter 25 An Application of Dynamic Regression Model and Residual Auto-Regressive Model in Time Series
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    Chapter 26 Reweighted l 2 -Regularized Dual Averaging Approach for Highly Sparse Stochastic Learning
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    Chapter 27 Perceptual Learning Model on Recognizing Chinese Characters
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    Chapter 28 Hierarchical Solving Method for Large Scale TSP Problems
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    Chapter 29 Gaussian Process Learning: A Divide-and-Conquer Approach
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    Chapter 30 A Kernel ELM Classifier for High-Resolution Remotely Sensed Imagery Based on Multiple Features
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    Chapter 31 Early-Stopping Regularized Least-Squares Classification
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    Chapter 32 Z-Type Model for Real-Time Solution of Complex ZLE
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    Chapter 33 A Dynamic Generation Approach for Ensemble of Extreme Learning Machines
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    Chapter 34 Saliency Detection: A Divisive Normalization Approach
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    Chapter 35 A Novel Neural Network Based Adaptive Control for a Class of Uncertain Strict-Feedback Nonlinear Systems
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    Chapter 36 Rough Sets Theory Approch to Extenics Risk Assessment Model in Social Risk
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    Chapter 37 Kernel Parameter Optimization for KFDA Based on the Maximum Margin Criterion
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    Chapter 38 A Polynomial Time Solvable Algorithm to Binary Quadratic Programming Problems with Q Being a Seven-Diagonal Matrix and Its Neural Network Implementation
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    Chapter 39 A New Nonlinear Neural Network for Solving QP Problems
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    Chapter 40 Untrained Method for Ensemble Pruning and Weighted Combination
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    Chapter 41 An Improved Learning Algorithm with Tunable Kernels for Complex-Valued Radial Basis Function Neural Networks
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    Chapter 42 Combined Methodology Based on Kernel Regression and Kernel Density Estimation for Sign Language Machine Translation
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    Chapter 43 Adaptive Intelligent Control for Continuous Stirred Tank Reactor with Output Constraint
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    Chapter 44 Modeling and Application of Principal Component Analysis in Industrial Boiler
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    Chapter 45 An Orientation Column-Inspired Contour Representation and Its Application in Shape-Based Recognition
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    Chapter 46 Region Based Image Preprocessor for Feed-Forward Perceptron Based Systems
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    Chapter 47 Image Denoising with Signal Dependent Noise Using Block Matching and 3D Filtering
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    Chapter 48 Different-Level Simultaneous Minimization with Aid of Ma Equivalence for Robotic Redundancy Resolution
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    Chapter 49 Content-Adaptive Rain and Snow Removal Algorithms for Single Image
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    Chapter 50 Data-Driven Bridge Detection in Compressed Domain from Panchromatic Satellite Imagery
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    Chapter 51 Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient
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    Chapter 52 Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand
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    Chapter 53 Target Detection Using Radar in Heavy Sea Clutter by Polarimetric Analysis and Neural Network
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    Chapter 54 Human Action Recognition Based on Difference Silhouette and Static Reservoir
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    Chapter 55 Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting
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    Chapter 56 Object Tracking with a Novel Method Based on FS-CBWH within Mean-Shift Framework
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    Chapter 57 Bayesian Covariance Tracking with Adaptive Feature Selection
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    Chapter 58 Single-Trial Detection of Error-Related Potential by One-Unit SOBI-R in SSVEP-Based BCI
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    Chapter 59 Generalized Regression Neural Networks with K -Fold Cross-Validation for Displacement of Landslide Forecasting
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    Chapter 60 One-Class Classification Ensemble with Dynamic Classifier Selection
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    Chapter 61 A Massive Sensor Data Streams Multi-dimensional Analysis Strategy Using Progressive Logarithmic Tilted Time Frame for Cloud-Based Monitoring Application
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    Chapter 62 Evolutionary Clustering Detection of Similarity in Neuronal Spike Patterns
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    Chapter 63 Fast and Effective Image Segmentation via Superpixels and Adaptive Thresholding
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    Chapter 64 Diagonal Log-Normal Generalized RBF Neural Network for Stock Price Prediction
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    Chapter 65 Design of a Greedy V2G Coordinator Achieving Microgrid-Level Load Shift
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    Chapter 66 PolSAR Image Segmentation Based on the Modified Non-negative Matrix Factorization and Support Vector Machine
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    Chapter 67 Solving Path Planning of UAV Based on Modified Multi-Population Differential Evolution Algorithm
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    Chapter 68 Consensus for Higher-Order Multi-agent Networks with External Disturbances
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    Chapter 69 The Research of Document Clustering Topical Concept Based on Neural Networks
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    Chapter 70 The Research of Reducing Misregistration Based on Image Mosaicing
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    Chapter 71 A Parallel Image Segmentation Method Based on SOM and GPU with Application to MRI Image Processing
Overall attention for this book and its chapters
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Title
Advances in Neural Networks – ISNN 2014
Published by
Springer International Publishing, November 2014
DOI 10.1007/978-3-319-12436-0
ISBNs
978-3-31-912435-3, 978-3-31-912436-0
Editors

Zeng, Zhigang, Li, Yangmin, King, Irwin

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 30 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 30 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 8 27%
Researcher 5 17%
Student > Bachelor 3 10%
Student > Master 3 10%
Professor 2 7%
Other 5 17%
Unknown 4 13%
Readers by discipline Count As %
Computer Science 9 30%
Engineering 8 27%
Mathematics 2 7%
Design 2 7%
Psychology 1 3%
Other 2 7%
Unknown 6 20%