Xianchao Xiu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Face Recognition

Canonical Correlation Analysis

Subspace Learning

Tennessee Eastman

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Circuits Syst. II Express Briefs

Multim. Tools Appl.

Publications

Jingjing Liu, Manlong Feng, Xianchao Xiu, Wanquan Liu
Towards robust and sparse linear discriminant analysis for image classification. Pattern Recognit. 153 (2024)
Xianchao Xiu, Yuhan Zhang, Yufei Guo, Xiaode Liu, Ying Yang
A New End-to-End Monitoring Framework for Nonlinear Dynamic Processes With Unknown Noise Statistics. IEEE Trans. Instrum. Meas. 73 (2024)
Jingjing Liu, Manlong Feng, Dongzhou Gu, Xiaoyang Zeng, Wanquan Liu, Xianchao Xiu
Moving object detection in gigapixel-level videos using manifold sparse representation. Multim. Tools Appl. 83 (6) (2024)
Wentao Qu, Huangyue Chen, Xianchao Xiu, Wanquan Liu
Distributed sparsity constrained optimization over the Stiefel manifold. Neurocomputing 602 (2024)
Xianchao Xiu, Lili Pan, Ying Yang, Wanquan Liu
Efficient and Fast Joint Sparse Constrained Canonical Correlation Analysis for Fault Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Xianchao Xiu, Zhonghua Miao, Wanquan Liu
A Sparsity-Aware Fault Diagnosis Framework Focusing on Accurate Isolation. IEEE Trans. Ind. Informatics 19 (2) (2023)
Huangyue Chen, Lingchen Kong, Wentao Qu, Xianchao Xiu
An Enhanced Regularized Clustering Method With Adaptive Spurious Connection Detection. IEEE Signal Process. Lett. 30 (2023)
Wentao Qu, Xianchao Xiu, Haifei Zhang, Jun Fan
An efficient semi-proximal ADMM algorithm for low-rank and sparse regularized matrix minimization problems with real-world applications. J. Comput. Appl. Math. 424 (2023)
Xi Zhang, Xianchao Xiu, Chao Zhang
Structured Joint Sparse Orthogonal Nonnegative Matrix Factorization for Fault Detection. IEEE Trans. Instrum. Meas. 72 (2023)
Wentao Qu, Xianchao Xiu, Jun Sun, Lingchen Kong
A new formulation of sparse multiple kernel k$$ k $$-means clustering and its applications. Stat. Anal. Data Min. 16 (5) (2023)
Jianqin Sun, Xianchao Xiu, Ziyan Luo, Wanquan Liu
Learning High-Order Multi-View Representation by New Tensor Canonical Correlation Analysis. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Yunhui Li, Xianchao Xiu, Wanquan Liu
Toward Efficient Process Monitoring Using Spatiotemporal PCA. IEEE Trans. Circuits Syst. II Express Briefs 70 (2) (2023)
Fuchao Yu, Xianchao Xiu
Robust Transfer Subspace Learning: A Novel Data-Driven Scheme for Fault Diagnosis. SAFEPROCESS (2023)
Xianchao Xiu, Zhonghua Miao, Ying Yang, Wanquan Liu
Deep Canonical Correlation Analysis Using Sparsity-Constrained Optimization for Nonlinear Process Monitoring. IEEE Trans. Ind. Informatics 18 (10) (2022)
Xinrong Li, Xianchao Xiu, Wanquan Liu, Zhonghua Miao
An Efficient Newton-Based Method for Sparse Generalized Canonical Correlation Analysis. IEEE Signal Process. Lett. 29 (2022)
Yuan Gao, Shiwei Ma, Jingjing Liu, Xianchao Xiu
Fusion-UDCGAN: Multifocus Image Fusion via a U-Type Densely Connected Generation Adversarial Network. IEEE Trans. Instrum. Meas. 71 (2022)
Yuhan Zhang, Ying Yang, He Li, Xianchao Xiu, Wanquan Liu
A Data-Driven Modeling Method for Stochastic Nonlinear Degradation Process With Application to RUL Estimation. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
Zhonghua Miao, Xianchao Xiu
Efficient and Robust Process Monitoring Using Structured Low-Rank Representation. IEEE Trans. Circuits Syst. II Express Briefs 69 (8) (2022)
Yunhui Li, Shize Yang, Xianchao Xiu, Zhonghua Miao
A Spatiotemporal Calibration Algorithm for IMU-LiDAR Navigation System Based on Similarity of Motion Trajectories. Sensors 22 (19) (2022)
Yuhan Zhang, Xianchao Xiu, Ying Yang
A Data Driven RUL Prediction and Predictive Maintenance for Stochastic Degrading Systems. CAA SAFEPROCESS (2021)
Xianchao Xiu, Jun Fan, Ying Yang, Wanquan Liu
Fault Detection Using Structured Joint Sparse Nonnegative Matrix Factorization. IEEE Trans. Instrum. Meas. 70 (2021)
Xianchao Xiu, Ying Yang, Lingchen Kong, Wanquan Liu
Data-Driven Process Monitoring Using Structured Joint Sparse Canonical Correlation Analysis. IEEE Trans. Circuits Syst. II Express Briefs 68 (1) (2021)
Yuhan Zhang, Ying Yang, Xianchao Xiu, He Li, Ruijie Liu
A Remaining Useful Life Prediction Method in the Early Stage of Stochastic Degradation Process. IEEE Trans. Circuits Syst. II Express Briefs 68 (6) (2021)
Nana Xu, Jun Sun, Jingjing Liu, Xianchao Xiu
A novel scheme for multivariate statistical fault detection with application to the Tennessee Eastman process. Math. Found. Comput. 4 (3) (2021)
Jingjing Liu, Xianchao Xiu, Xin Jiang, Wanquan Liu, Xiaoyang Zeng, Mingyu Wang, Hui Chen
Manifold constrained joint sparse learning via non-convex regularization. Neurocomputing 458 (2021)
Yuqiu Lu, Jingjing Liu, Wang Liu, Shiwei Ma, Xianchao Xiu, Wanquan Liu, Hui Chen
Detecting moving objects from dynamic background combining subspace learning with mixed norm approach. Multim. Tools Appl. 79 (25-26) (2020)
Qingmin Meng, Xianchao Xiu, Yan Li
Manifold Constrained Low-Rank and Joint Sparse Learning for Dynamic Cardiac MRI. IEEE Access 8 (2020)
Xianchao Xiu, Ying Yang, Lingchen Kong, Wanquan Liu
tSSNALM: A fast two-stage semi-smooth Newton augmented Lagrangian method for sparse CCA. Appl. Math. Comput. 383 (2020)
Jingjing Liu, Donghui He, Xiaoyang Zeng, Mingyu Wang, Xianchao Xiu, Wanquan Liu, Hui Chen, Yuyao Xiao
Bayesian Face Recognition Approach Based on Feature Fusion. ICNC-FSKD (2019)
Xianchao Xiu, Wanquan Liu, Ling Li, Lingchen Kong
Alternating direction method of multipliers for nonconvex fused regression problems. Comput. Stat. Data Anal. 136 (2019)
Meijuan Shang, Yanan Liu, Lingchen Kong, Xianchao Xiu, Ying Yang
Nonconvex mixed matrix minimization. Math. Found. Comput. 2 (2) (2019)
Jingjing Liu, Donghui He, Xiaoyang Zeng, Mingyu Wang, Xianchao Xiu, Wanquan Liu, Wenhong Li
ManiDec: Manifold Constrained Low-Rank and Sparse Decomposition. IEEE Access 7 (2019)
Jingjing Liu, Wanquan Liu, Shiwei Ma, Chong Lu, Xianchao Xiu, Chathurdara Sri Nadith Pathirage, Ling Li, Guanghua Chen, Weimin Zeng
Face recognition based on manifold constrained joint sparse sensing with K-SVD. Multim. Tools Appl. 77 (21) (2018)
Xianchao Xiu, Lingchen Kong, Yan Li, Houduo Qi
Iterative reweighted methods for \(\ell _1-\ell _p\) minimization. Comput. Optim. Appl. 70 (1) (2018)
Yuqiu Lu, Jingjing Liu, Shiwei Ma, Xianchao Xiu, Wanquan Liu
A Novel Detection Approach for Moving Object with Dynamic Background. ICNC-FSKD (2018)
Yongsheng Wei, Yanyan Liu, Li Jia, Xianchao Xiu, Jingjing Liu
Foreground Extraction via the Tensor-Based RPCA with Non-Convex Fused Sparsity. ICNC-FSKD (2018)