Concepedia

A Lag-FLSTM deep learning network based on Bayesian Optimization for multi-sequential-variant PM2.5 prediction

Jun Ma, Yuexiong Ding, Jack C.P. Cheng, Feifeng Jiang, Vincent J.L. Gan, Zherui Xu

Sustainable Cities and Society · 2020 · 122 citations · 44 references

DOI

Concepts

References

44

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

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Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.5K citations

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Review of the Governing Equations, Computational Algorithms, and Other Components of the Models-3 Community Multiscale Air Quality (CMAQ) Modeling System

Daewon W. Byun, Kenneth L. Schere · Applied Mechanics Reviews · 2006 · 2.6K citations

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Short-Term Load Forecasting Using EMD-LSTM Neural Networks with a Xgboost Algorithm for Feature Importance Evaluation

Huiting Zheng, Jiabin Yuan, Long Chen · Energies · 2017 · 645 citations · Full text

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Long short-term memory neural network for air pollutant concentration predictions: Method development and evaluation

Li Xiang, Ling Peng, Xiaojing Yao et al. · Environmental Pollution · 2017 · 627 citations

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