Xin Liu

29 papers C 1Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multirate Modeling Method for Industrial Quality Index Prediction With Time Delays.
IEEE Trans Autom. Sci. Eng.
Zhonghua Jian, Ying Bao, Jing Nan, Xin Liu, Wei Dai
2025 J jnl
Data-specific activation function learning for constructive neural networks.
Neurocomputing
Zhenxing Xia, Wei Dai, Xin Liu, Haijun Zhang, Xiaoping Ma
2025 J jnl
Lightweight Approach for Nonlinear State-Space System Identification Subjected to Skewed Measurement Noise.
IEEE Trans Autom. Sci. Eng.
Xin Liu, Yang Hai, Wei Dai
2025 J jnl
Robust LPV System Identification With Skewed and Asymmetric Measurement Noise.
IEEE Trans Autom. Sci. Eng.
Xin Liu, Yang Hai, Wei Dai
2025 J jnl
Robust SCN for Data-Driven Modeling Based on Heavy-Tailed Noise Distribution.
IEEE Trans. Instrum. Meas.
Xin Liu, Xiaoqing Liu, Wei Dai
2024 J jnl
Auxiliary Model and Key-Term Separation-Based Identification of Hammerstein OE System With Missing Outputs and Outliers.
IEEE Trans. Instrum. Meas.
Xin Liu, Chen Wang, Wei Dai
2024 J jnl
Multi-target regression via stochastic configuration networks with modular stacked structure.
Int. J. Mach. Learn. Cybern.
Shang Wu, Xin Liu, Gang Yu, Wei Dai
2024 J jnl
Probability-Based Identification of Hammerstein Systems With Asymmetric Noise Characteristics.
IEEE Trans. Instrum. Meas.
Xin Liu, Chen Wang, Wei Dai
2023 J jnl
Further results on "System identification of nonlinear state-space models".
Autom.
Xin Liu, Sicheng Lou, Wei Dai
2022 J jnl
LPV Time-Delay System Identification and Its Application to the Centralized Heat-Supply System.
IEEE Trans. Instrum. Meas.
Xin Liu, Chen Wang, Guangjie Han
2022 J jnl
Robust Global Identification of LPV Errors-in-Variables Systems With Incomplete Observations.
IEEE Trans. Syst. Man Cybern. Syst.
Xin Liu, Guangjie Han, Xianqiang Yang
2021 J jnl
Nonlinear state-space system identification with robust laplace model.
Int. J. Control
Xin Liu, Xianqiang Yang, Xiaofeng Liu
2021 J jnl
Robust Multimodel Identification of LPV Systems With Missing Observations Based on t-Distribution.
IEEE Trans. Syst. Man Cybern. Syst.
Xin Liu, Xianqiang Yang, Pengbo Zhu, Yanbo Wang
2020 J jnl
An improved identification method for a class of time-delay systems.
Signal Process.
Xin Liu, Xiaofeng Liu
2020 J jnl
Identification of LPV Systems in the Presence of Outliers and Time-Varying Delays.
IEEE Access
Xin Liu
2020 J jnl
Multimodel Approach to Robust Identification of Multiple-Input Single-Output Nonlinear Time-Delay Systems.
IEEE Trans. Ind. Informatics
Xianqiang Yang, Xin Liu, Zhan Li
2020 J jnl
Nonlinear System Identification With Robust Multiple Model Approach.
IEEE Trans. Control. Syst. Technol.
Xin Liu, Xianqiang Yang, Shen Yin
2020 J jnl
Parameter Optimization of Support Vector Regression Using Henry Gas Solubility Optimization Algorithm.
IEEE Access
Weidong Cao, Xin Liu, Jianjun Ni
2020 J jnl
Robust Parameter Estimation for a Class of Nonlinear System With EM Algorithm.
IEEE Access
Tingting Zhang, Xin Liu, Xiaofeng Liu
2019 J jnl
Linear parameter-varying systems identification with slowly sampled outputs subjected to unknown time-delays and outliers.
J. Syst. Control. Eng.
Xin Liu, Xianqiang Yang, Feng Guo
2019 J jnl
Robust Identification Method for LPV ARX Systems and its Application to a Mechanical Unit.
IEEE Access
Xin Liu, Tingting Zhang, Xiaofeng Liu
2019 J jnl
Robust Identification of Nonlinear Systems With Missing Observations: The Case of State-Space Model Structure.
IEEE Trans. Ind. Informatics
Xianqiang Yang, Xin Liu, Shen Yin
2019 J jnl
Robust identification approach for nonlinear state-space models.
Neurocomputing
Xin Liu, Xianqiang Yang
2019 J jnl
Robust identification of nonlinear time-delay system in state-space form.
J. Frankl. Inst.
Xin Liu, Xianqiang Yang, Pengbo Zhu, Weili Xiong
2018 J jnl
A robust global approach for LPV FIR model identification with time-varying time delays.
J. Frankl. Inst.
Xin Liu, Xianqiang Yang, Weili Xiong
2018 J jnl
Mixture Semisupervised Bayesian Principal Component Regression for Soft Sensor Modeling.
IEEE Access
Pengbo Zhu, Xin Liu, Yanbo Wang, Xianqiang Yang
2018 J jnl
Parameter identification of nonlinear multirate time-delay system with uncertain output delays.
Trans. Inst. Meas. Control
Xianqiang Yang, Weili Xiong, Zeyuan Wang, Xin Liu
2017 C conf
EM-based global identification of LPV ARX models with a noisy scheduling variable.
IECON
Xin Liu, Zeyuan Wang, Xianqiang Yang
2016 — conf
Identification of linear parameter varying system with dual-rate sampled data and uncertain measurement delay.
ISIE
Xianqiang Yang, Hao Sun, Lifei Bai, Xin Liu