Yifei Ding

Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets

Chin‐Chia Michael Yeh, Yan Zhu, Liudmila Ulanova et al. · 2016 · 607 citations

Engineering, Structural Pattern Recognition, Novelty Discovery +18

A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings

Yifei Ding, Minping Jia, Qiuhua Miao et al. · Mechanical Systems and Signal Processing · 2021 · 449 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +2

A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings

Yudong Cao, Yifei Ding, Minping Jia et al. · Reliability Engineering & System Safety · 2021 · 325 citations

Engineering, Machine Learning, Life Prediction +11

Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings

Yifei Ding, Jichao Zhuang, Peng Ding et al. · Reliability Engineering & System Safety · 2021 · 222 citations

Artificial Intelligence, Fault Diagnosis, Engineering +9

Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network

Xiaoli Zhao, Jianyong Yao, Wenxiang Deng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 217 citations

Fault Diagnosis, Condition Monitoring, Intelligent Fault Diagnosis +14