A three-stage bearing transfer fault diagnosis method for large domain shift scenarios

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

Distilling the Knowledge in a Neural Network

Geoffrey E. Hinton, Oriol Vinyals · arXiv (Cornell University) · 2015 · 14K citations · Full text

Computing, Computer Science, Acoustics +15

Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data

Liang Guo, Yaguo Lei, Saibo Xing et al. · IEEE Transactions on Industrial Electronics · 2018 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

Condition Monitoring of Bearing Damage in Electromechanical Drive Systems by Using Motor Current Signals of Electric Motors: A Benchmark Data Set for Data-Driven Classification

Christian Lessmeier, James Kuria Kimotho, Detmar Zimmer et al. · PHM Society European Conference · 2016 · 1.2K citations · Full text

Engineering, Electrical Engineering, Condition Assessment +16

A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis

Long Wen, Liang Gao, Xinyu Li · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 1.1K citations

Computing, Computer Science, Industrial Engineering +17