Masanao Natsumeda

According to our database, Masanao Natsumeda authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Constraint-Focused Training for Multistate Survival Analysis with Neural Networks.

Ryosuke Takayama, Masanao Natsumeda

Proceedings of the 2025 SIAM International Conference on Data Mining, 2025

2024

Consistent Pretext and Auxiliary Tasks With Relative Remaining Useful Life Estimation.

Masanao Natsumeda, Takehisa Yairi

IEEE Trans. Ind. Informatics, April, 2024

Feature Selection With Partial Autoencoding for Zero-Sample Fault Diagnosis.

Masanao Natsumeda, Takehisa Yairi

IEEE Trans. Ind. Informatics, February, 2024

2023

A semi-supervised RUL prediction with likelihood-based pseudo labeling for suspension histories.

Ryosuke Takayama, Masanao Natsumeda, Takehisa Yairi

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2023

Unsupervised anomaly detection under a multiple modeling strategy via model set optimization through transfer learning.

Masanao Natsumeda, Takehiko Mizoguchi, Wei Cheng, Yuncong Chen, Haifeng Chen

Proceedings of the 26th International Conference on Information Fusion, 2023

2022

Remaining Useful Life Estimation with End-to-end Learning from Long Run-to-failure Data.

Masanao Natsumeda

Proceedings of the 61st IEEE Annual Conference of the Society of Instrument and Control Engineers, 2022

2021

Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly Precursor Detection.

Dongkuan Xu, Wei Cheng, Jingchao Ni, Dongsheng Luo, Masanao Natsumeda, Dongjin Song, Bo Zong, Haifeng Chen, Xiang Zhang

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020

RULENet: End-to-end Learning with the Dual-estimator for Remaining Useful Life Estimation.

Masanao Natsumeda, Haifeng Chen

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2020