Xin Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Nonlinear Systems

Principal Component Regression

Likelihood Maximization

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

J. Frankl. Inst.

Publications

Xin Liu, Chen Wang, Wei Dai
Auxiliary Model and Key-Term Separation-Based Identification of Hammerstein OE System With Missing Outputs and Outliers. IEEE Trans. Instrum. Meas. 73 (2024)
Xin Liu, Chen Wang, Wei Dai
Probability-Based Identification of Hammerstein Systems With Asymmetric Noise Characteristics. IEEE Trans. Instrum. Meas. 73 (2024)
Shang Wu, Xin Liu, Gang Yu, Wei Dai
Multi-target regression via stochastic configuration networks with modular stacked structure. Int. J. Mach. Learn. Cybern. 15 (7) (2024)
Xin Liu, Guangjie Han, Xianqiang Yang
Robust Global Identification of LPV Errors-in-Variables Systems With Incomplete Observations. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
Xin Liu, Xianqiang Yang, Pengbo Zhu, Yanbo Wang
Robust Multimodel Identification of LPV Systems With Missing Observations Based on t-Distribution. IEEE Trans. Syst. Man Cybern. Syst. 51 (8) (2021)
Xin Liu, Xianqiang Yang, Xiaofeng Liu
Nonlinear state-space system identification with robust laplace model. Int. J. Control 94 (6) (2021)
Tingting Zhang, Xin Liu, Xiaofeng Liu
Robust Parameter Estimation for a Class of Nonlinear System With EM Algorithm. IEEE Access 8 (2020)
Xin Liu, Xianqiang Yang, Shen Yin
Nonlinear System Identification With Robust Multiple Model Approach. IEEE Trans. Control. Syst. Technol. 28 (6) (2020)
Xin Liu
Identification of LPV Systems in the Presence of Outliers and Time-Varying Delays. IEEE Access 8 (2020)
Xianqiang Yang, Xin Liu, Zhan Li
Multimodel Approach to Robust Identification of Multiple-Input Single-Output Nonlinear Time-Delay Systems. IEEE Trans. Ind. Informatics 16 (4) (2020)
Weidong Cao, Xin Liu, Jianjun Ni
Parameter Optimization of Support Vector Regression Using Henry Gas Solubility Optimization Algorithm. IEEE Access 8 (2020)
Xin Liu, Xianqiang Yang, Feng Guo
Linear parameter-varying systems identification with slowly sampled outputs subjected to unknown time-delays and outliers. J. Syst. Control. Eng. 233 (1) (2019)
Xin Liu, Tingting Zhang, Xiaofeng Liu
Robust Identification Method for LPV ARX Systems and its Application to a Mechanical Unit. IEEE Access 7 (2019)
Xianqiang Yang, Xin Liu, Shen Yin
Robust Identification of Nonlinear Systems With Missing Observations: The Case of State-Space Model Structure. IEEE Trans. Ind. Informatics 15 (5) (2019)
Xin Liu, Xianqiang Yang
Robust identification approach for nonlinear state-space models. Neurocomputing 333 (2019)
Xin Liu, Xianqiang Yang, Pengbo Zhu, Weili Xiong
Robust identification of nonlinear time-delay system in state-space form. J. Frankl. Inst. 356 (16) (2019)
Pengbo Zhu, Xin Liu, Yanbo Wang, Xianqiang Yang
Mixture Semisupervised Bayesian Principal Component Regression for Soft Sensor Modeling. IEEE Access 6 (2018)
Xin Liu, Xianqiang Yang, Weili Xiong
A robust global approach for LPV FIR model identification with time-varying time delays. J. Frankl. Inst. 355 (15) (2018)
Xianqiang Yang, Weili Xiong, Zeyuan Wang, Xin Liu
Parameter identification of nonlinear multirate time-delay system with uncertain output delays. Trans. Inst. Meas. Control 40 (12) (2018)
Xin Liu, Zeyuan Wang, Xianqiang Yang
EM-based global identification of LPV ARX models with a noisy scheduling variable. IECON (2017)
Xianqiang Yang, Hao Sun, Lifei Bai, Xin Liu
Identification of linear parameter varying system with dual-rate sampled data and uncertain measurement delay. ISIE (2016)