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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]:5  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  
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)  
A novel expectation–maximization-based separable algorithm for parameter identification of RBF-AR model Journal article
Chen, Guang Yong, Chen, Long, Cheng, Chen, Zhang, Xian. A novel expectation–maximization-based separable algorithm for parameter identification of RBF-AR model[J]. Nonlinear Dynamics, 2021, 104(4), 4023-4034.
Authors:  Chen, Guang Yong;  Chen, Long;  Cheng, Chen;  Zhang, Xian
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:5.2/4.8 | Submit date：2022/05/13
Expectation–maximization (Em) Algorithm  Parameter Estimation  Radial Basis Function Network-based State-dependent Autoregressive (Rbf-ar) Model  Separable Nonlinear Least Squares Problem (Snlls)  Variable Projection (Vp) Algorithm  
Parameter Space Reduction Based L2-norm Noise Constrained Estimation for Image Restoration Conference paper
Guan, Yu, Gan, Min, Chen, Guang Yong. Parameter Space Reduction Based L2-norm Noise Constrained Estimation for Image Restoration[C], 2020, 189-194.
Authors:  Guan, Yu;  Gan, Min;  Chen, Guang Yong
Favorite | TC[Scopus]:0 | Submit date：2021/12/06
Gradient Projection (Gp)  Image Restoration  L2-norm Noise Constrained Estimation  Variable Projection (Vp)  
Term Selection for a Class of Separable Nonlinear Models Journal article
Min Gan, Guang-Yong Chen, Long Chen, C. L. Philip Chen. Term Selection for a Class of Separable Nonlinear Models[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(2), 445-451.
Authors:  Min Gan;  Guang-Yong Chen;  Long Chen;  C. L. Philip Chen
Favorite | TC[WOS]:70 TC[Scopus]:71  IF:10.2/10.4 | Submit date：2021/03/09
Least Absolute Shrinkage And Selection Operator (Lasso)  Separable Nonlinear Models  Sparse Solution  Variable Projection (Vp)  
Modified Gram-Schmidt Method-Based Variable Projection Algorithm for Separable Nonlinear Models Journal article
Chen,Guang Yong, Gan,Min, Ding,Feng, Chen,C. L.Philip. Modified Gram-Schmidt Method-Based Variable Projection Algorithm for Separable Nonlinear Models[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(8), 2410-2418.
Authors:  Chen,Guang Yong;  Gan,Min;  Ding,Feng;  Chen,C. L.Philip
Favorite | TC[WOS]:60 TC[Scopus]:62  IF:10.2/10.4 | Submit date：2021/03/09
Data Fitting  Modified Gram-schmidt (Mgs)  Parameter Estimation  Separable Nonlinear Least-squares Problem  Variable Projection (Vp)  
A Regularized Variable Projection Algorithm for Separable Nonlinear Least-Squares Problems Journal article
Chen G.-Y., Gan M., Chen C.L.P., Li H.-X.. A Regularized Variable Projection Algorithm for Separable Nonlinear Least-Squares Problems[J]. IEEE Transactions on Automatic Control, 2019, 64(2), 526-537.
Authors:  Chen G.-Y.;  Gan M.;  Chen C.L.P.;  Li H.-X.
Favorite | TC[WOS]:162 TC[Scopus]:171  IF:6.2/6.6 | Submit date：2019/02/11
Data Fitting  Regularization  Separable Nonlinear Least Squares (Snlls)  Variable Projection (Vp)  Weighted Generalized Cross Validation (Wgcv)  
A Two-Stage Estimation Algorithm Based on Variable Projection Method for GPS Positioning Journal article
Chen, Guang-Yong, Gan, Min, Chen, C. L. Philip, Chen, Long. A Two-Stage Estimation Algorithm Based on Variable Projection Method for GPS Positioning[J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2018, 67(11), 2518-2525.
Authors:  Chen, Guang-Yong;  Gan, Min;  Chen, C. L. Philip;  Chen, Long
Favorite | TC[WOS]:32 TC[Scopus]:36  IF:5.6/5.6 | Submit date：2019/01/17
Global Navigation Satellite Systems (Gnsss)  Least Squares Method  Parameter Estimation  Variable Projection (Vp)