Concepedia

Monthly runoff forecasting based on LSTM–ALO model

Xiaohui Yuan, Chen Chen, Xiaohui Lei, Yanbin Yuan, Rana Muhammad Adnan

Stochastic Environmental Research and Risk Assessment · 2018 · 343 citations · 27 references

Concepts

Natural ResourcesHydrologyMeteorologyForecastingHydrologic ForecastingHydrologic ModelingEnsemble ForecastingHydrologic Time Series AnalysisHydrometeorological ForecastingRainfall-runoff AnalysisRainfall-runoff ModelingReal-time ForecastingHydrologic Time Series ForecastingRainfall-runoff ForecastingReal-time Streamflow ForecastingRunoff Time Series ModelingShort-term Runoff Prediction

References

27

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Learning to Forget: Continual Prediction with LSTM

Felix A. Gers, Jürgen Schmidhuber, Fred Cummins · Neural Computation · 2000 · 5.4K citations

Computing, Computer Science, Machine Learning +9

The Ant Lion Optimizer

Seyedali Mirjalili · Advances in Engineering Software · 2015 · 3.2K citations

Computing, Computer Science, Algorithms +11

Evaluation of the Nash–Sutcliffe Efficiency Index

Richard H. McCuen, Zachary Knight, A. Gillian Cutter · Journal of Hydrologic Engineering · 2006 · 803 citations

Natural Resources, Earth Sciences, Hydrology +16