| Intelligent Control |
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A Novel T-S Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear Large-Scale Systems with Uncertainties and Time-Delay |
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3 | (8) |
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Finite-Time Control for Markov Jump Systems with Partly Known Transition Probabilities and Time-Varying Polytopic Uncertainties |
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11 | (8) |
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Hybrid Function Projective Synchronization of Unknown Cohen-Grossberg Neural Networks with Time Delays and Noise Perturbation |
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19 | (9) |
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Neural Dynamic Surface Control for Three-Phase PWM Voltage Source Rectifier |
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28 | (8) |
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A Terminal-Sliding-Mode-Based Frequency Regulation |
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36 | (7) |
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A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning |
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43 | (10) |
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Adaptive Neural Network Control for a Class of Stochastic Nonlinear Strict-Feedback Systems |
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53 | (9) |
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Event-Triggered Hoo Control for Continuous-Time Nonlinear System |
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62 | (9) |
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Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics |
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71 | (10) |
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Hinfinity Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration |
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81 | (10) |
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Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control |
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91 | (8) |
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Inverse-Free Scheme of G1 Type to Velocity-Level Inverse Kinematics of Redundant Robot Manipulators |
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99 | (10) |
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Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle |
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109 | (12) |
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| Neurodynamics Analsysis |
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A New Sampled-Data State Estimator for Neural Networks of Neutral-Type with Time-Varying Delays |
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121 | (8) |
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Exponential Lag Synchronization for Delayed Cohen-Grossberg Neural Networks with Discontinuous Activations |
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129 | (9) |
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Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks with Markovian Switching |
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138 | (8) |
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Robust Multistability and Multiperiodicity of Neural Networks with Time Delays |
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146 | (11) |
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| Memristor |
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A Novel Four-Dimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation |
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157 | (9) |
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Memristor Crossbar Array for Image Storing |
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166 | (8) |
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Lagrange Stability for Memristor-Based Neural Networks with Time-Varying Delay via Matrix Measure |
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174 | (8) |
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Multistability of Memristive Neural Networks with Non-monotonic Piecewise Linear Activation Functions |
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182 | (10) |
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Global Exponential Anti-synchronization of Coupled Memristive Chaotic Neural Networks with Time-Varying Delays |
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192 | (13) |
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| Computer Vision |
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Representative Video Action Discovery Using Interactive Non-negative Matrix Factorization |
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205 | (8) |
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Image Retrieval Based on Texture Direction Feature and Online Feature Selection |
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213 | (9) |
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Interlinked Convolutional Neural Networks for Face Parsing |
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222 | (10) |
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Image Tag Completion by Local Learning |
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232 | (8) |
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Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps |
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240 | (8) |
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Wood Surface Quality Detection and Classification Using Gray Level and Texture Features |
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248 | (10) |
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Aerial Scene Classification with Convolutional Neural Networks |
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258 | (11) |
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| Signal Processing |
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A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN |
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269 | (10) |
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Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization |
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279 | (8) |
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A Singing Voice/Music Separation Method Based on Non-negative Tensor Factorization and Repeat Pattern Extraction |
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287 | (10) |
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Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering |
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297 | (8) |
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Fast Basis Searching Method of Adaptive Fourier Decomposition Based on Nelder-Mead Algorithm for ECG Signals |
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305 | (10) |
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Frequency Recognition Based on Wavelet-Independent Component Analysis for SSVEP-Based BCIs |
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315 | (12) |
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| Machine Learning |
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An MCMC Based EM Algorithm for Mixtures of Gaussian Processes |
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327 | (8) |
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Automatic Model Selection of the Mixtures of Gaussian Processes for Regression |
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335 | (10) |
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An Effective Model Selection Criterion for Mixtures of Gaussian Processes |
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345 | (10) |
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Orthogonal Basis Extreme Learning Algorithm and Function Approximation |
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355 | (10) |
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Large Scale Text Clustering Method Study Based on MapReduce |
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365 | (8) |
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Representing Data by Sparse Combination of Contextual Data Points for Classification |
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373 | (9) |
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A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems |
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382 | (8) |
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Prediction of Individual Fish Trajectory from Its Neighbors' Movement by a Recurrent Neural Network |
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390 | (8) |
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Short-Term Wind Speed Forecasting Using a Multi-model Ensemble |
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398 | (11) |
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| Optimization |
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Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems |
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409 | (9) |
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A Neurodynamic Optimization Approach to Bilevel Linear Programming |
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418 | (8) |
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A Nonlinear Neural Network's Stability Analysis and Its kWTA Application |
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426 | (10) |
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Continuous-Time Multi-agent Network for Distributed Least Absolute Deviation |
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436 | (8) |
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A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations |
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444 | (11) |
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| Novel Approaches and Applications |
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Sparse Representation via Intracellular and Extracellular Mechanisms |
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455 | (8) |
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Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks |
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463 | (10) |
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Real-Time Multi-Application Network Traffic Identification Based on Machine Learning |
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473 | (8) |
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A New Virus-Antivirus Spreading Model |
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481 | (8) |
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Exploring Feature Extraction and ELM in Malware Detection for Android Devices |
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489 | (10) |
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Data-Driven Optimization of SIRMs Connected Neural-Fuzzy System with Application to Cooling and Heating Loads Prediction |
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499 | (10) |
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| Author Index |
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509 | |
