Standout Papers

Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wi... 2018 2026 2020 2023 473
  1. Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE (2018)
    Xiaofeng Yuan, Biao Huang et al. IEEE Transactions on Industrial Informatics
  2. Nonlinear Dynamic Soft Sensor Modeling With Supervised Long Short-Term Memory Network (2019)
    Xiaofeng Yuan, Lin Li et al. IEEE Transactions on Industrial Informatics
  3. Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development (2020)
    Xiaofeng Yuan, Lin Li et al. IEEE Transactions on Industrial Electronics
  4. A novel deep learning based fault diagnosis approach for chemical process with extended deep belief network (2019)
    Yalin Wang, Zhuofu Pan et al. ISA Transactions
  5. Quality Prediction Modeling for Industrial Processes Using Multiscale Attention-Based Convolutional Neural Network (2024)
    Xiaofeng Yuan, Lingjian Ye et al. IEEE Transactions on Cybernetics
  6. Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling (2024)
    Xiaofeng Yuan, Lingjian Ye et al. IEEE Transactions on Instrumentation and Measurement

Immediate Impact

54 standout
Sub-graph 1 of 23

Citing Papers

Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges
2025 Standout
Data-driven machinery fault diagnosis: A comprehensive review
2025 Standout
1 intermediate paper

Works of Xiaofeng Yuan being referenced

A novel deep learning based fault diagnosis approach for chemical process with extended deep belief network
2019 Standout
Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE
2018 Standout

Author Peers

Author Last Decade Papers Cites
Xiaofeng Yuan 4069 1889 1663 121 5.4k
Yalin Wang 3732 1873 1616 199 5.4k
Weihua Gui 3502 1375 1132 262 5.8k
Xuefeng Yan 4354 2765 1197 272 6.3k
Zhihuan Song 5994 3256 998 225 6.9k
Junghui Chen 2823 1589 528 269 4.3k
Hao Luo 3336 1282 879 174 5.2k
Qunxiong Zhu 1854 761 927 195 3.7k
Bogdan Gabryś 1642 676 1532 117 4.0k
Yuan Yao 1929 1342 471 173 3.5k
Manabu Kano 3275 1912 364 225 5.2k

All Works

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2026