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Classification in the Presence of Label Noise: A Survey

IEEE transaction on neural networks and learning systems, 2014-05, Vol.25 (5), p.845-869

2014

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IEEE_Xplore

A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks

IEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1229-1262

2014

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On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures

IEEE transaction on neural networks and learning systems, 2014-08, Vol.25 (8), p.1553-1565

2014

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IEEE_Xplore

Feature Learning for Image Classification Via Multiobjective Genetic Programming

IEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1359-1371

2014

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IEEE_Xplore

Reinforcement Learning Output Feedback NN Control Using Deterministic Learning Technique

IEEE transaction on neural networks and learning systems, 2014-03, Vol.25 (3), p.635-641

2014

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IEEE_Xplore

Short-Term Load and Wind Power Forecasting Using Neural Network-Based Prediction Intervals

IEEE transaction on neural networks and learning systems, 2014-02, Vol.25 (2), p.303-315

2014

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IEEE_Xplore

Study on the Impact of Partition-Induced Dataset Shift on k-Fold Cross-Validation

IEEE transaction on neural networks and learning systems, 2012-08, Vol.23 (8), p.1304-1312

2012

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IEEE_Xplore

Chaotic Time Series Prediction Based on a Novel Robust Echo State Network

IEEE transaction on neural networks and learning systems, 2012-05, Vol.23 (5), p.787-799

2012

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IEEE_Xplore

Generalization Characteristics of Complex-Valued Feedforward Neural Networks in Relation to Signal Coherence

IEEE transaction on neural networks and learning systems, 2012-04, Vol.23 (4), p.541-551

2012

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IEEE_Xplore

Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach

IEEE transaction on neural networks and learning systems, 2012-03, Vol.23 (3), p.504-518

2012

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IEEE_Xplore

Sparse Bayesian Extreme Learning Machine for Multi-classification

IEEE transaction on neural networks and learning systems, 2014-04, Vol.25 (4), p.836-843

2014

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IEEE_Xplore

Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification

IEEE transaction on neural networks and learning systems, 2013-05, Vol.24 (5), p.709-722

2013

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IEEE_Xplore

Novel Cost-Sensitive Approach to Improve the Multilayer Perceptron Performance on Imbalanced Data

IEEE transaction on neural networks and learning systems, 2013-06, Vol.24 (6), p.888-899

2013

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IEEE_Xplore

Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches

IEEE transaction on neural networks and learning systems, 2014-02, Vol.25 (2), p.289-302

2014

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IEEE_Xplore

Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface

IEEE transaction on neural networks and learning systems, 2013-04, Vol.24 (4), p.610-619

2013

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IEEE_Xplore

Neural Network-Based Optimal Adaptive Output Feedback Control of a Helicopter UAV

IEEE transaction on neural networks and learning systems, 2013-07, Vol.24 (7), p.1061-1073

2013

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IEEE_Xplore

Gaussian Classifier-Based Evolutionary Strategy for Multimodal Optimization

IEEE transaction on neural networks and learning systems, 2014-06, Vol.25 (6), p.1200-1216

2014

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IEEE_Xplore

Complete Synchronization of Boolean Networks

IEEE transaction on neural networks and learning systems, 2012-05, Vol.23 (5), p.840-846

2012

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IEEE_Xplore

Efficient Exploratory Learning of Inverse Kinematics on a Bionic Elephant Trunk

IEEE transaction on neural networks and learning systems, 2014-06, Vol.25 (6), p.1147-1160

2014

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Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification

IEEE transaction on neural networks and learning systems, 2013-04, Vol.24 (4), p.647-660

2013

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IEEE_Xplore

Toward Automatic Time-Series Forecasting Using Neural Networks

IEEE transaction on neural networks and learning systems, 2012-07, Vol.23 (7), p.1028-1039

Yan, Weizhong

2012

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IEEE_Xplore

Neural Learning Circuits Utilizing Nano-Crystalline Silicon Transistors and Memristors

IEEE transaction on neural networks and learning systems, 2012-04, Vol.23 (4), p.565-573

2012

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IEEE_Xplore

Developing a Local Least-Squares Support Vector Machines-Based Neuro-Fuzzy Model for Nonlinear and Chaotic Time Series Prediction

IEEE transaction on neural networks and learning systems, 2013-02, Vol.24 (2), p.207-218

2013

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IEEE_Xplore

Evolutionarily Stable Strategy of Networked Evolutionary Games

IEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1335-1345

2014

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IEEE_Xplore

ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG Signal

IEEE transaction on neural networks and learning systems, 2014-03, Vol.25 (3), p.609-620

2014

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IEEE_Xplore

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Classification in the Presence of Label Noise: A Survey

A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks

On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures

Feature Learning for Image Classification Via Multiobjective Genetic Programming

Reinforcement Learning Output Feedback NN Control Using Deterministic Learning Technique

Short-Term Load and Wind Power Forecasting Using Neural Network-Based Prediction Intervals

Study on the Impact of Partition-Induced Dataset Shift on k-Fold Cross-Validation

Chaotic Time Series Prediction Based on a Novel Robust Echo State Network

Generalization Characteristics of Complex-Valued Feedforward Neural Networks in Relation to Signal Coherence

Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach

Sparse Bayesian Extreme Learning Machine for Multi-classification

Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification

Novel Cost-Sensitive Approach to Improve the Multilayer Perceptron Performance on Imbalanced Data

Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches

Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface

Neural Network-Based Optimal Adaptive Output Feedback Control of a Helicopter UAV

Gaussian Classifier-Based Evolutionary Strategy for Multimodal Optimization

Complete Synchronization of Boolean Networks

Efficient Exploratory Learning of Inverse Kinematics on a Bionic Elephant Trunk

Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification

Toward Automatic Time-Series Forecasting Using Neural Networks

Neural Learning Circuits Utilizing Nano-Crystalline Silicon Transistors and Memristors

Developing a Local Least-Squares Support Vector Machines-Based Neuro-Fuzzy Model for Nonlinear and Chaotic Time Series Prediction

Evolutionarily Stable Strategy of Networked Evolutionary Games

ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG Signal

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