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Zheng Chai
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Enhanced random forest with concurrent analysis of static and dynamic nodes for industrial fault classification
Z Chai, C Zhao
IEEE Transactions on Industrial Informatics 16 (1), 54-66, 2019
1352019
A fine-grained adversarial network method for cross-domain industrial fault diagnosis
Z Chai, C Zhao
IEEE Transactions on Automation Science and Engineering 17 (3), 1432-1442, 2020
1222020
A deep probabilistic transfer learning framework for soft sensor modeling with missing data
Z Chai, C Zhao, B Huang, H Chen
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7598-7609, 2021
732021
Data-driven designs of fault detection systems via neural network-aided learning
H Chen, Z Chai, O Dogru, B Jiang, B Huang
IEEE Transactions on Neural Networks and Learning Systems 33 (10), 5694-5705, 2021
712021
Data-Driven Fault Detection for Dynamic Systems With Performance Degradation: A Unified Transfer Learning Framework
H Chen, Z Chai, B Jiang, B Huang
IEEE Transactions on Instrumentation and Measurement 70, 1-12, 2020
712020
A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis
H Chen, Z Chen, Z Chai, B Jiang, B Huang
IEEE Transactions on Cybernetics, 2021
682021
Multisource-refined transfer network for industrial fault diagnosis under domain and category inconsistencies
Z Chai, C Zhao, B Huang
IEEE Transactions on Cybernetics 52 (9), 9784-9796, 2021
602021
Multiclass Oblique Random Forests With Dual-Incremental Learning Capacity
Z Chai, C Zhao
IEEE Transactions on Neural Networks and Learning Systems 31 (12), 5192-5203, 2020
472020
Variational progressive-transfer network for soft sensing of multirate industrial processes
Z Chai, C Zhao, B Huang
IEEE Transactions on Cybernetics 52 (12), 12882-12892, 2021
312021
Fault-prototypical adapted network for cross-domain industrial intelligent diagnosis
Z Chai, C Zhao
IEEE Transactions on Automation Science and Engineering 19 (4), 3649-3658, 2021
222021
User-Aware Multi-Interest Learning for Candidate Matching in Recommenders
Z Chai, Z Chen, C Li, R Xiao, H Li, J Wu, J Chen, H Tang
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
162022
Deep transfer learning based multisource adaptation fault diagnosis network for industrial processes
Z Chai, C Zhao
IFAC-PapersOnLine 54 (3), 49-54, 2021
102021
Deep Transfer Learning Methods for Typical Supervised Tasks in Industrial Monitoring: State-of-the-Arts,Challenges, and Perspectives
Z Chai, J Wang, C Zhao, J Ding
中国科学: 信息科学(SCIENTIA SINICA Informationis), 2023
22023
A Sequentially-Adaptive Deep Variational Model for Multirate Process Anomaly Detection
Z Chai, C Zhao, Y Sun
2021 3rd International Conference on Industrial Artificial Intelligence (IAI …, 2021
12021
An Abrasion Detection Method for Elevator Traction Wire Rope based on Template Matching
Z Li, Z Chai, C Zhao
2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS …, 2020
12020
Condition Monitoring and Tracing Reasoning: Machine Learning Methods
C Zhao, W Yu, Z Chai, L Feng
2022
Prototype-Transfer Neural Network based Industrial Process Fault Diagnosis Under Variant Working Conditions
Z Chai, C Zhao, B Huang, Y Sun
CPCC '20, 2020
2020
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Artículos 1–17