A novel integration framework for degradation-state prediction via transformer model with autonomous optimizing mechanism

MizAR 60 for Mizar 50

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Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre et al. · 2014 · 23.7K citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +16

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Shanghang Zhang, Jieqi Peng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 5.3K citations · Full text

Structured Prediction, Forecasting Methodology, Probabilistic Forecasting +15

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

Biao Wang, Yaguo Lei, Naipeng Li et al. · IEEE Transactions on Reliability · 2018 · 1.7K citations

Hybrid Prognostics Approach, Engineering, Machine Learning +21

A recurrent neural network based health indicator for remaining useful life prediction of bearings

Liang Guo, Naipeng Li, Feng Jia et al. · Neurocomputing · 2017 · 1.2K citations

Recurrent Neural Network, Engineering, Machine Learning +11