Shifu Yan

According to our database, Shifu Yan authored at least 9 papers between 2019 and 2024.

Collaborative distances:

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

2024

Learning Output Relevant Features by Joint Autoencoder.

Shifu Yan, Xuefeng Yan

IEEE Trans. Cybern., February, 2024

Fluid catalytic cracking process quality-driven fault detection based on partial least squares and deep feedforward neural network.

Jiandong Yang, Jiangsheng Li, Shifu Yan, Yangfeng Wang, Ying Zhang, Xuefeng Yan

Trans. Inst. Meas. Control, January, 2024

2023

Data-Driven Soft Sensing for Batch Processes Using Neural Network-Based Deep Quality-Relevant Representation Learning.

Qingchao Jiang, Ziwen Wang, Shifu Yan, Zhixing Cao

IEEE Trans. Artif. Intell., 2023

Neural representations for quality-related kernel learning and fault detection.

Shifu Yan, Lihua Lv, Xuefeng Yan

Soft Comput., 2023

2022

CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis.

Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Local-Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data.

Qingchao Jiang, Shifu Yan, Hui Cheng, Xuefeng Yan

IEEE Trans. Neural Networks Learn. Syst., 2021

Nonlinear quality-relevant process monitoring based on maximizing correlation neural network.

Shifu Yan, Xuefeng Yan

Neural Comput. Appl., 2021

2020

Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring.

Qingchao Jiang, Shifu Yan, Xuefeng Yan, Hui Yi, Furong Gao

IEEE Trans. Ind. Informatics, 2020

2019

Design teacher and supervised dual stacked auto-encoders for quality-relevant fault detection in industrial process.

Shifu Yan, Xuefeng Yan

Appl. Soft Comput., 2019