Han Zhou

According to our database, Han Zhou authored at least 13 papers between 2019 and 2026.

Collaborative distances:

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

2026

Incremental Data-Driven Fault Diagnosis for Conveyor Rollers With Prior Drift Adaptation: An Online Active Kernel Learning Approach.

Han Zhou, Hao Ren, Hongpeng Yin, Guoxiang Zhong, Guangxia Xu, Chunhua Yang, Weihua Gui

IEEE Trans. Control. Syst. Technol., March, 2026

One-pass online learning from data streams with unpredictable feature evolution.

Peng Zhang, Hongpeng Yin, Han Zhou

Pattern Recognit., 2026

Dual self-distillation: Employing progressive and masked reconstruction to enhance adversarial defense.

Lei Zhao, Wing W. Y. Ng, Jianjun Zhang, Han Zhou

Expert Syst. Appl., 2026

2025

Industrial Fault Diagnosis With Incremental Learning Capability Under Varying Sensory Data.

Han Zhou, Hongpeng Yin, Yan Qin, Chau Yuen

IEEE Trans. Syst. Man Cybern. Syst., February, 2025

One-pass online learning under evolving feature data streams: A non-parametric model.

Han Zhou, Hongpeng Yin, Bin Wang, Chenglin Liao

Pattern Recognit., 2025

Data-Driven Fault Diagnosis for Complex Industrial Processes - Towards Fault Prediction, Detection and Identification

Hongpeng Yin, Han Zhou, Yi Chai, Qiu Tang

22, Springer, ISBN: 978-981-96-3152-0, 2025

2024

A Zero-Sample Fault Diagnosis Method Based on Transfer Learning.

Dandan Zhao, Hongpeng Yin, Han Zhou, Li Cai, Yan Qin

IEEE Trans. Ind. Informatics, October, 2024

2023

A Relevant Variable Selection and SVDD-Based Fault Detection Method for Process Monitoring.

Li Cai, Hongpeng Yin, Jingdong Lin, Han Zhou, Dandan Zhao

IEEE Trans Autom. Sci. Eng., October, 2023

Incremental Learning and Conditional Drift Adaptation for Nonstationary Industrial Process Fault Diagnosis.

Han Zhou, Hongpeng Yin, Dandan Zhao, Li Cai

IEEE Trans. Ind. Informatics, April, 2023

Multi-grained mode partition and robust fault diagnosis for multimode industrial processes.

Han Zhou, Hongpeng Yin, Yi Chai

Reliab. Eng. Syst. Saf., 2023

2021

A novel dimension reduction and dictionary learning framework for high-dimensional data classification.

Yanxia Li, Yi Chai, Han Zhou, Hongpeng Yin

Pattern Recognit., 2021

Multiview clustering via exclusive non-negative subspace learning and constraint propagation.

Han Zhou, Hongpeng Yin, Yanxia Li, Yi Chai

Inf. Sci., 2021

2019

A Semi-supervised Constraints Propagation Based Method for Fault Diagnosis.

Guobo Liao, Han Zhou, Yanxia Li, Hongpeng Yin, Yi Chai

Proceedings of the CAA Symposium on Fault Detection, 2019