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Online Identification of Nonlinear Systems With Separable Structure Journal article
Chen, Guang Yong, Gan, Min, Chen, Long, Chen, C. L.P.. Online Identification of Nonlinear Systems With Separable Structure[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 35(6), 8695-8701.
Authors:  Chen, Guang Yong;  Gan, Min;  Chen, Long;  Chen, C. L.P.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:10.2/10.4 | Submit date：2023/01/30
Feedforward Neural Networks (Fnns)  Separable Nonlinear Models (Snlms)  Stochastic Gradient Descent (Sgd) Method  Variable Projection (Vp) Method  
Nuisance Parameter Estimation Algorithms for Separable Nonlinear Models Journal article
Chen, Long, Chen, Jia Bing, Gan, Min, Chen, Guang Yong, Chen, C. L.P.. Nuisance Parameter Estimation Algorithms for Separable Nonlinear Models[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(11), 7236-7247.
Authors:  Chen, Long;  Chen, Jia Bing;  Gan, Min;  Chen, Guang Yong;  Chen, C. L.P.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:8.6/8.7 | Submit date：2022/05/17
Expectation-maximization (Em) Algorithm  Hierarchical Identification Algorithm  Approximation Algorithms  Separable Nonlinear Optimization Problem  Variable Projection (Vp) Algorithm  
Embedded Point Iteration Based Recursive Algorithm for Online Identification of Nonlinear Regression Models Journal article
Chen, Guang Yong, Gan, Min, Chen, Jing, Chen, Long. Embedded Point Iteration Based Recursive Algorithm for Online Identification of Nonlinear Regression Models[J]. IEEE Transactions on Automatic Control, 2022, 68(7), 4257-4264.
Authors:  Chen, Guang Yong;  Gan, Min;  Chen, Jing;  Chen, Long
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:6.2/6.6 | Submit date：2023/01/30
Approximation Algorithms  Couplings  Data Models  Jacobian Matrices  Nonlinear Regression Models  Numerical Models  Online Identification  Parameter Estimation  Predictive Models  Time Series Analysis  Variable Projection  
An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems Journal article
Chen, Guang Yong, Gan, Min, Zhu, Hong Tao, Chen, Long, Chen, C. L.P.. An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(11), 7259-7267.
Authors:  Chen, Guang Yong;  Gan, Min;  Zhu, Hong Tao;  Chen, Long;  Chen, C. L.P.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:8.6/8.7 | Submit date：2022/05/17
Iterative Algorithms  Jacobian Matrices  Matrix Decomposition  Numerical Models  Optimization  Parameter Estimation  Projection Algorithms  Radial Basis Function Network-based State-dependent Autoregressive (Rbf-ar) Model  Separable Nonlinear Least-squares (Snlls) Problem  Signal Processing  Variable projection.\enlargethispage-12pt  
Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models Journal article
Gan, Min, Guan, Yu, Chen, Guang Yong, Philip Chen, C. L.. Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32(11), 4971-4982.
Authors:  Gan, Min;  Guan, Yu;  Chen, Guang Yong;  Philip Chen, C. L.
Favorite | TC[WOS]:51 TC[Scopus]:53  IF:10.2/10.4 | Submit date：2021/12/08
Online Learning  Recursive Identification  Separable Nonlinear Models (Snlms)  Variable Projection (Vp)  
Accelerating variable projection algorithm by Aitken technique Conference paper
Min Xu, Fenggen Lin, Guangyong Chen, Min Gan. Accelerating variable projection algorithm by Aitken technique[C]:IEEE, 2021, 596-600.
Authors:  Min Xu;  Fenggen Lin;  Guangyong Chen;  Min Gan
Favorite | TC[Scopus]:0 | Submit date：2021/12/08
Aitken Acceleration Technique  Gradient Descent Algorithm (Gd)  Separable Nonlinear Models (Snlms)  System Identification  Variable Projection (Vp)  
Basis Function Matrix-Based Flexible Coefficient Autoregressive Models: A Framework for Time Series and Nonlinear System Modeling Journal article
Chen, Guang Yong, Gan, Min, Chen, C. L.Philip, Li, Han Xiong. Basis Function Matrix-Based Flexible Coefficient Autoregressive Models: A Framework for Time Series and Nonlinear System Modeling[J]. IEEE Transactions on Cybernetics, 2021, 51(2), 614-623.
Authors:  Chen, Guang Yong;  Gan, Min;  Chen, C. L.Philip;  Li, Han Xiong
Favorite | TC[WOS]:35 TC[Scopus]:35  IF:9.4/10.3 | Submit date：2021/12/07
Model Building  Nonlinear Least Squares (Nlls)  Parameter Estimation  System Modeling  Time Series  
Frequency Principle in Broad Learning System Journal article
Guang-Yong Chen, Min Gan, C. L. Philip Chen, Hong-Tao Zhu, Long Chen. Frequency Principle in Broad Learning System[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 33(11), 6983-6989.
Authors:  Guang-Yong Chen;  Min Gan;  C. L. Philip Chen;  Hong-Tao Zhu;  Long Chen
Favorite | TC[WOS]:15 TC[Scopus]:12  IF:10.2/10.4 | Submit date：2022/05/13
Broad Learning System (Bls)  Computer Science  Fourier Analysis  Frequency Principle  High Frequency  Incremental Learning.  Learning Systems  Neural Networks  Task Analysis  Time Series Analysis  Training  
Insights into Algorithms for Separable Nonlinear Least Squares Problems Journal article
Chen, Guang Yong, Gan, Min, Wang, Shuqiang, Chen, C. L.Philip. Insights into Algorithms for Separable Nonlinear Least Squares Problems[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 30, 1207-1218.
Authors:  Chen, Guang Yong;  Gan, Min;  Wang, Shuqiang;  Chen, C. L.Philip
Favorite | TC[WOS]:23 TC[Scopus]:24  IF:10.8/12.1 | Submit date：2022/05/13
Bundle Adjustment  Image Restoration  Parameter Estimation  Rbf-ar Model  Separable Nonlinear Least-squares Problem  Variable Projection  
Constrained Variable Projection Optimization for Stationary RBF-AR Models Journal article
Chen, Jia, Gan, Min, Chen, Guang Yong, Chen, C. L.Philip. Constrained Variable Projection Optimization for Stationary RBF-AR Models[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 52(3), 1882-1890.
Authors:  Chen, Jia;  Gan, Min;  Chen, Guang Yong;  Chen, C. L.Philip
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:8.6/8.7 | Submit date：2022/03/28
Constrained Evolutionary Algorithm (Cea)  Prediction  Radial Basis Function Network-based Autoregressive (Rbf-ar) Model  Stationarity  Variable Projection