Identification of linear parameter varying system with dual-rate sampled data and uncertain measurement delay. - Xianqiang Yang 001; Hao Sun 020; Lifei Bai; Xin Liu 038 (ISIE, 2016)

EM-based global identification of LPV ARX models with a noisy scheduling variable. - Xin Liu 038; Zeyuan Wang; Xianqiang Yang 001 (IECON, 2017)

Mixture Semisupervised Bayesian Principal Component Regression for Soft Sensor Modeling. - Pengbo Zhu; Xin Liu 038; Yanbo Wang; Xianqiang Yang 001 (IEEE Access, 2018)

A robust global approach for LPV FIR model identification with time-varying time delays. - Xin Liu 038; Xianqiang Yang 001; Weili Xiong (J. Frankl. Inst., 2018)

Parameter identification of nonlinear multirate time-delay system with uncertain output delays. - Xianqiang Yang 001; Weili Xiong; Zeyuan Wang; Xin Liu 038 (Trans. Inst. Meas. Control, 2018)

Robust Identification Method for LPV ARX Systems and its Application to a Mechanical Unit. - Xin Liu 038; Tingting Zhang; Xiaofeng Liu 006 (IEEE Access, 2019)

Robust identification approach for nonlinear state-space models. - Xin Liu 038; Xianqiang Yang 001 (Neurocomputing, 2019)

Robust identification of nonlinear time-delay system in state-space form. - Xin Liu 038; Xianqiang Yang 001; Pengbo Zhu; Weili Xiong (J. Frankl. Inst., 2019)

Linear parameter-varying systems identification with slowly sampled outputs subjected to unknown time-delays and outliers. - Xin Liu 038; Xianqiang Yang 001; Feng Guo (J. Syst. Control. Eng., 2019)

Robust Identification of Nonlinear Systems With Missing Observations: The Case of State-Space Model Structure. - Xianqiang Yang 001; Xin Liu 038; Shen Yin (IEEE Trans. Ind. Informatics, 2019)

Identification of LPV Systems in the Presence of Outliers and Time-Varying Delays. - Xin Liu 038 (IEEE Access, 2020)

Parameter Optimization of Support Vector Regression Using Henry Gas Solubility Optimization Algorithm. - Weidong Cao 002; Xin Liu 038; Jianjun Ni (IEEE Access, 2020)

Robust Parameter Estimation for a Class of Nonlinear System With EM Algorithm. - Tingting Zhang; Xin Liu 038; Xiaofeng Liu 006 (IEEE Access, 2020)

An improved identification method for a class of time-delay systems. - Xin Liu 038; Xiaofeng Liu 006 (Signal Process., 2020)

Nonlinear System Identification With Robust Multiple Model Approach. - Xin Liu 038; Xianqiang Yang 001; Shen Yin (IEEE Trans. Control. Syst. Technol., 2020)

Multimodel Approach to Robust Identification of Multiple-Input Single-Output Nonlinear Time-Delay Systems. - Xianqiang Yang 001; Xin Liu 038; Zhan Li 003 (IEEE Trans. Ind. Informatics, 2020)

Nonlinear state-space system identification with robust laplace model. - Xin Liu 038; Xianqiang Yang 001; Xiaofeng Liu 006 (Int. J. Control, 2021)

Robust Multimodel Identification of LPV Systems With Missing Observations Based on t-Distribution. - Xin Liu 038; Xianqiang Yang 001; Pengbo Zhu; Yanbo Wang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

LPV Time-Delay System Identification and Its Application to the Centralized Heat-Supply System. - Xin Liu 038; Chen Wang 099; Guangjie Han (IEEE Trans. Instrum. Meas., 2022)

Robust Global Identification of LPV Errors-in-Variables Systems With Incomplete Observations. - Xin Liu 038; Guangjie Han; Xianqiang Yang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Further results on "System identification of nonlinear state-space models". - Xin Liu 038; Sicheng Lou; Wei Dai 004 (Autom., 2023)

Probability-Based Identification of Hammerstein Systems With Asymmetric Noise Characteristics. - Xin Liu 038; Chen Wang 099; Wei Dai 004 (IEEE Trans. Instrum. Meas., 2024)

Auxiliary Model and Key-Term Separation-Based Identification of Hammerstein OE System With Missing Outputs and Outliers. - Xin Liu 038; Chen Wang 099; Wei Dai 004 (IEEE Trans. Instrum. Meas., 2024)

Multi-target regression via stochastic configuration networks with modular stacked structure. - Shang Wu; Xin Liu 038; Gang Yu; Wei Dai 004 (Int. J. Mach. Learn. Cybern., 2024)

Data-specific activation function learning for constructive neural networks. - Zhenxing Xia; Wei Dai 004; Xin Liu 038; Haijun Zhang 002; Xiaoping Ma (Neurocomputing, 2025)

Robust LPV System Identification With Skewed and Asymmetric Measurement Noise. - Xin Liu 038; Yang Hai; Wei Dai 004 (IEEE Trans Autom. Sci. Eng., 2025)

Lightweight Approach for Nonlinear State-Space System Identification Subjected to Skewed Measurement Noise. - Xin Liu 038; Yang Hai; Wei Dai 004 (IEEE Trans Autom. Sci. Eng., 2025)

Robust SCN for Data-Driven Modeling Based on Heavy-Tailed Noise Distribution. - Xin Liu 038; Xiaoqing Liu; Wei Dai 004 (IEEE Trans. Instrum. Meas., 2025)