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The last 5 uploaded publications
Residual wide-kernel deep convolutional auto-encoder for intelligent rotating machinery fault diagnosis with limited samples
Daoguang Yang, Hamid Reza Karimi, Kangkang Sun (2021). Residual wide-kernel deep convolutional auto-encoder for intelligent rotating machinery fault diagnosis with limited samples. Neural Networks, 141, pp. 133-144, DOI: 10.1016/j.neunet.2021.04.003.
Article300 days agoAn explainable intelligence fault diagnosis framework for rotating machinery
Daoguang Yang, Hamid Reza Karimi, Len Gelman (2023). An explainable intelligence fault diagnosis framework for rotating machinery. Neurocomputing, 541, pp. 126257-126257, DOI: 10.1016/j.neucom.2023.126257.
Article300 days agoA new intelligent fault diagnosis framework for rotating machinery based on deep transfer reinforcement learning
Daoguang Yang, Hamid Reza Karimi, Marek Pawełczyk (2023). A new intelligent fault diagnosis framework for rotating machinery based on deep transfer reinforcement learning. Control Engineering Practice, 134, pp. 105475-105475, DOI: 10.1016/j.conengprac.2023.105475.
Article300 days agoA Fuzzy Fusion Rotating Machinery Fault Diagnosis Framework Based on the Enhancement Deep Convolutional Neural Networks
Daoguang Yang, Hamid Reza Karimi, Len Gelman (2022). A Fuzzy Fusion Rotating Machinery Fault Diagnosis Framework Based on the Enhancement Deep Convolutional Neural Networks. Sensors, 22(2), pp. 671-671, DOI: 10.3390/s22020671.
Article300 days agoA novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression
Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, A. Enis Çetin (2023). A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. Engineering Applications of Artificial Intelligence, 127, pp. 107322-107322, DOI: 10.1016/j.engappai.2023.107322.
Article300 days ago