Federated learning for decentralized fault diagnosis of a sucker-rod pumping system with class imbalance data

Federated Learning: Challenges, Methods, and Future Directions

IEEE Signal Processing Magazine · 2020 · 4.6K citations · Full text

Computing, Computer Science, Data Science +13

A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

Zhiwei Gao, Carlo Cecati, Steven X. Ding · IEEE Transactions on Industrial Electronics · 2015 · 3K citations

Engineering, Industrial Engineering, Systems Engineering +11

Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for Healthcare 4.0

Giuseppe Aceto, Valerio Persico, Antonio Pescapè · Journal of Industrial Information Integration · 2020 · 864 citations

Computing, Cloud Computing, Health Informatics +17

Dual-Band Microwave Sensor Based on Planar Rectangular Cavity Loaded With Pairs of Improved Resonator for Differential Sensing Applications

Weina Liu, Junjie Zhang, Kama Huang · IEEE Transactions on Instrumentation and Measurement · 2021 · 543 citations

Engineering, Electrical Engineering, Instrumentation +16

DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

Damien Dablain, Bartosz Krawczyk, Nitesh V. Chawla · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 533 citations · Full text

Computing, Computer Science, Artificial Intelligence +12