Feature Selection With Partial Autoencoding for Zero-Sample Fault Diagnosis. - Natsumeda, Masanao; Yairi, Takehisa (IEEE Trans. Ind. Informatics, 2024)

Consistent Pretext and Auxiliary Tasks With Relative Remaining Useful Life Estimation. - Natsumeda, Masanao; Yairi, Takehisa (IEEE Trans. Ind. Informatics, 2024)

Unsupervised anomaly detection under a multiple modeling strategy via model set optimization through transfer learning. - Natsumeda, Masanao; Mizoguchi, Takehiko; Cheng, Wei; Chen, Yuncong; Chen, Haifeng (2023)

A semi-supervised RUL prediction with likelihood-based pseudo labeling for suspension histories. - Takayama, Ryosuke; Natsumeda, Masanao; Yairi, Takehisa (2023)

Remaining Useful Life Estimation with End-to-end Learning from Long Run-to-failure Data. - Natsumeda, Masanao (2022)

Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly Precursor Detection. - Xu, Dongkuan; Cheng, Wei; Ni, Jingchao; Luo, Dongsheng; Natsumeda, Masanao; Song, Dongjin; Zong, Bo; Chen, Haifeng; Zhang, Xiang (2021)

RULENet: End-to-end Learning with the Dual-estimator for Remaining Useful Life Estimation. - Natsumeda, Masanao; Chen, Haifeng (2020)