Predicting variation of multipoint earth pressure in sealed chambers of shield tunneling machines based on hybrid deep learning

Long Short-Term Memory

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A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

Lookahead Optimizer: k steps forward, 1 step back

Michael R. Zhang, James Lucas, Geoffrey E. Hinton et al. · arXiv (Cornell University) · 2019 · 382 citations · Full text

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Fractional Neuro-Sequential ARFIMA-LSTM for Financial Market Forecasting

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Computing, Economics, Finance +17

Recurrent neural networks for real-time prediction of TBM operating parameters

Xianjie Gao, Maolin Shi, Xueguan Song et al. · Automation in Construction · 2018 · 303 citations

Computing, Data Science, Forecasting +13