A survey on deep transfer learning and beyond F Yu, X Xiu, Y Li
Mathematics 10 (19), 3619, 2022
67 2022 Data-driven process monitoring using structured joint sparse canonical correlation analysis X Xiu, Y Yang, L Kong, W Liu
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (1), 361-365, 2020
40 2020 Laplacian regularized robust principal component analysis for process monitoring X Xiu, Y Yang, L Kong, W Liu
Journal of Process Control 92, 212-219, 2020
37 2020 A remaining useful life prediction method in the early stage of stochastic degradation process Y Zhang, Y Yang, X Xiu, H Li, R Liu
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (6), 2027-2031, 2020
34 2020 A data-driven modeling method for stochastic nonlinear degradation process with application to RUL estimation Y Zhang, Y Yang, H Li, X Xiu, W Liu
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (6), 3847-3858, 2021
27 2021 Deep canonical correlation analysis using sparsity-constrained optimization for nonlinear process monitoring X Xiu, Z Miao, Y Yang, W Liu
IEEE Transactions on Industrial Informatics 18 (10), 6690-6699, 2021
21 2021 A survey on high-dimensional subspace clustering W Qu, X Xiu, H Chen, L Kong
Mathematics 11 (2), 436, 2023
19 2023 Fault detection using structured joint sparse nonnegative matrix factorization X Xiu, J Fan, Y Yang, W Liu
IEEE Transactions on Instrumentation and Measurement 70, 1-11, 2021
18 2021 Towards efficient state of charge estimation of lithium-ion batteries using canonical correlation analysis Z Ni, X Xiu, Y Yang
Energy 254, 124415, 2022
15 2022 Iterative reweighted methods for X Xiu, L Kong, Y Li, H Qi
Computational Optimization and Applications 70 (1), 201-219, 2018
15 2018 Structured joint sparse orthogonal nonnegative matrix factorization for fault detection X Zhang, X Xiu, C Zhang
IEEE Transactions on Instrumentation and Measurement 72, 1-15, 2023
13 2023 Fusion-UDCGAN: Multifocus image fusion via a U-type densely connected generation adversarial network Y Gao, S Ma, J Liu, X Xiu
IEEE Transactions on Instrumentation and Measurement 71, 1-13, 2022
12 2022 Alternating direction method of multipliers for nonconvex fused regression problems X Xiu, W Liu, L Li, L Kong
Computational Statistics & Data Analysis 136, 59-71, 2019
12 2019 Fused LASSO penalized least absolute deviation estimator for high dimensional linear regression Y Liu, J Tao, H Zhang, X Xiu, L Kong
Numerical Algebra, Control and Optimization 8 (1), 97-117, 2018
12 2018 Learning high-order multi-view representation by new tensor canonical correlation analysis J Sun, X Xiu, Z Luo, W Liu
IEEE Transactions on Circuits and Systems for Video Technology 33 (10), 5645 …, 2023
9 2023 Semi-supervised joint adaptation transfer network with conditional adversarial learning for rotary machine fault diagnosis C Liu, S Li, H Chen, X Xiu, C Peng
Intelligence & Robotics 3 (2), 131-143, 2023
8 2023 A spatiotemporal calibration algorithm for imu–lidar navigation system based on similarity of motion trajectories Y Li, S Yang, X Xiu, Z Miao
Sensors 22 (19), 7637, 2022
8 2022 A sparsity-aware fault diagnosis framework focusing on accurate isolation X Xiu, Z Miao, W Liu
IEEE Transactions on Industrial Informatics 19 (2), 1356-1365, 2022
8 2022 Toward efficient process monitoring using spatiotemporal PCA Y Li, X Xiu, W Liu
IEEE Transactions on Circuits and Systems II: Express Briefs 70 (2), 551-555, 2022
8 2022 Efficient and fast joint sparse constrained canonical correlation analysis for fault detection X Xiu, L Pan, Y Yang, W Liu
IEEE Transactions on Neural Networks and Learning Systems 35 (3), 4153-4163, 2022
7 2022