Concepedia

Near real-time wind speed forecast model with bidirectional LSTM networks

Lionel Joseph, Ravinesh C. Deo, Ramendra Prasad, Sancho Salcedo‐Sanz, Nawin Raj, Jeffrey Soar

Renewable Energy · 2023 · 153 citations · 75 references

Concepts

Natural SciencesData ScienceMeteorologyForecastingTime Series AnalysisWeather ForecastingReal-time ForecastingTime Series ForecastingWind ForecastingDeep Learning For Wind ForecastingMachine Learning For Wind ForecastingNeural Time Series ForecastingWind Speed ForecastingWind Speed Prediction

References

75

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Co-Integration and Error Correction: Representation, Estimation, and Testing

Robert F. Engle, C. W. J. Granger · Econometrica · 1987 · 31.9K citations

Social Sciences, Economics, Econometrics +9

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

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · 2014 · 24.4K citations · Full text

Computing, Computer Science, Computational Linguistics +14