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2020 – today
- 2024
[j9]Zeqi Ren
, Jianbo Yu, Jian Huang, Xiaofeng Yang, Siyang Leng, Yuping Liu, Shifu Yan:
Physically-guided temporal diffusion transformer for long-term time series forecasting. Knowl. Based Syst. 304: 112508 (2024)- [j8]Shifu Yan, Xuefeng Yan:
Learning Output Relevant Features by Joint Autoencoder. IEEE Trans. Cybern. 54(2): 1075-1083 (2024) - [j7]Jiandong Yang, Jiangsheng Li, Shifu Yan, Yangfeng Wang, Ying Zhang, Xuefeng Yan:
Fluid catalytic cracking process quality-driven fault detection based on partial least squares and deep feedforward neural network. Trans. Inst. Meas. Control 46(1): 78-92 (2024) - 2023
- [j6]Shifu Yan, Lihua Lv, Xuefeng Yan:
Neural representations for quality-related kernel learning and fault detection. Soft Comput. 27(18): 13543-13551 (2023) - [j5]Qingchao Jiang, Ziwen Wang, Shifu Yan, Zhixing Cao:
Data-Driven Soft Sensing for Batch Processes Using Neural Network-Based Deep Quality-Relevant Representation Learning. IEEE Trans. Artif. Intell. 4(4): 602-611 (2023) - 2022
- [c1]Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang:
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis. KDD 2022: 4310-4320 - [i1]Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang:
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis. CoRR abs/2203.16280 (2022) - 2021
- [j4]Shifu Yan, Xuefeng Yan:
Nonlinear quality-relevant process monitoring based on maximizing correlation neural network. Neural Comput. Appl. 33(16): 10129-10139 (2021) - [j3]Qingchao Jiang, Shifu Yan, Hui Cheng, Xuefeng Yan:
Local-Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3355-3365 (2021) - 2020
- [j2]Qingchao Jiang, Shifu Yan, Xuefeng Yan, Hui Yi, Furong Gao:
Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring. IEEE Trans. Ind. Informatics 16(4): 2839-2848 (2020)
2010 – 2019
- 2019
- [j1]Shifu Yan, Xuefeng Yan:
Design teacher and supervised dual stacked auto-encoders for quality-relevant fault detection in industrial process. Appl. Soft Comput. 81 (2019)
Coauthor Index
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