Xin Liu

According to our database, Xin Liu authored at least 28 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Robust SCN for Data-Driven Modeling Based on Heavy-Tailed Noise Distribution.

Xin Liu, Xiaoqing Liu, Wei Dai

IEEE Trans. Instrum. Meas., 2025

Lightweight Approach for Nonlinear State-Space System Identification Subjected to Skewed Measurement Noise.

Xin Liu, Yang Hai, Wei Dai

IEEE Trans Autom. Sci. Eng., 2025

Robust LPV System Identification With Skewed and Asymmetric Measurement Noise.

Xin Liu, Yang Hai, Wei Dai

IEEE Trans Autom. Sci. Eng., 2025

Data-specific activation function learning for constructive neural networks.

Zhenxing Xia, Wei Dai, Xin Liu, Haijun Zhang, Xiaoping Ma

Neurocomputing, 2025

2024

Multi-target regression via stochastic configuration networks with modular stacked structure.

Shang Wu, Xin Liu, Gang Yu, Wei Dai

Int. J. Mach. Learn. Cybern., July, 2024

Auxiliary Model and Key-Term Separation-Based Identification of Hammerstein OE System With Missing Outputs and Outliers.

Xin Liu, Chen Wang, Wei Dai

IEEE Trans. Instrum. Meas., 2024

Probability-Based Identification of Hammerstein Systems With Asymmetric Noise Characteristics.

Xin Liu, Chen Wang, Wei Dai

IEEE Trans. Instrum. Meas., 2024

2023

Further results on "System identification of nonlinear state-space models".

Xin Liu, Sicheng Lou, Wei Dai

Autom., February, 2023

2022

Robust Global Identification of LPV Errors-in-Variables Systems With Incomplete Observations.

Xin Liu, Guangjie Han, Xianqiang Yang

IEEE Trans. Syst. Man Cybern. Syst., 2022

LPV Time-Delay System Identification and Its Application to the Centralized Heat-Supply System.

Xin Liu, Chen Wang, Guangjie Han

IEEE Trans. Instrum. Meas., 2022

2021

Robust Multimodel Identification of LPV Systems With Missing Observations Based on t-Distribution.

Xin Liu, Xianqiang Yang, Pengbo Zhu, Yanbo Wang

IEEE Trans. Syst. Man Cybern. Syst., 2021

Nonlinear state-space system identification with robust laplace model.

Xin Liu, Xianqiang Yang, Xiaofeng Liu

Int. J. Control, 2021

2020

Multimodel Approach to Robust Identification of Multiple-Input Single-Output Nonlinear Time-Delay Systems.

Xianqiang Yang, Xin Liu, Zhan Li

IEEE Trans. Ind. Informatics, 2020

Nonlinear System Identification With Robust Multiple Model Approach.

Xin Liu, Xianqiang Yang, Shen Yin

IEEE Trans. Control. Syst. Technol., 2020

An improved identification method for a class of time-delay systems.

Xin Liu, Xiaofeng Liu

Signal Process., 2020

Robust Parameter Estimation for a Class of Nonlinear System With EM Algorithm.

Tingting Zhang, Xin Liu, Xiaofeng Liu

IEEE Access, 2020

Parameter Optimization of Support Vector Regression Using Henry Gas Solubility Optimization Algorithm.

Weidong Cao, Xin Liu, Jianjun Ni

IEEE Access, 2020

Identification of LPV Systems in the Presence of Outliers and Time-Varying Delays.

Xin Liu

IEEE Access, 2020

2019

Robust Identification of Nonlinear Systems With Missing Observations: The Case of State-Space Model Structure.

Xianqiang Yang, Xin Liu, Shen Yin

IEEE Trans. Ind. Informatics, 2019

Linear parameter-varying systems identification with slowly sampled outputs subjected to unknown time-delays and outliers.

Xin Liu, Xianqiang Yang, Feng Guo

J. Syst. Control. Eng., 2019

Robust identification of nonlinear time-delay system in state-space form.

Xin Liu, Xianqiang Yang, Pengbo Zhu, Weili Xiong

J. Frankl. Inst., 2019

Robust identification approach for nonlinear state-space models.

Xin Liu, Xianqiang Yang

Neurocomputing, 2019

Robust Identification Method for LPV ARX Systems and its Application to a Mechanical Unit.

Xin Liu, Tingting Zhang, Xiaofeng Liu

IEEE Access, 2019

2018

Parameter identification of nonlinear multirate time-delay system with uncertain output delays.

Xianqiang Yang, Weili Xiong, Zeyuan Wang, Xin Liu

Trans. Inst. Meas. Control, 2018

A robust global approach for LPV FIR model identification with time-varying time delays.

Xin Liu, Xianqiang Yang, Weili Xiong

J. Frankl. Inst., 2018

Mixture Semisupervised Bayesian Principal Component Regression for Soft Sensor Modeling.

Pengbo Zhu, Xin Liu, Yanbo Wang, Xianqiang Yang

IEEE Access, 2018

2017

EM-based global identification of LPV ARX models with a noisy scheduling variable.

Xin Liu, Zeyuan Wang, Xianqiang Yang

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2016

Identification of linear parameter varying system with dual-rate sampled data and uncertain measurement delay.

Xianqiang Yang, Hao Sun, Lifei Bai, Xin Liu

Proceedings of the 25th IEEE International Symposium on Industrial Electronics, 2016