Concepedia

Long short-term memory (LSTM) recurrent neural network for low-flow hydrological time series forecasting

Bibhuti Bhusan Sahoo, Ramakar Jha, Anshuman Singh, Deepak Kumar

Acta Geophysica · 2019 · 342 citations · 62 references

Concepts

Natural ResourcesEarth SciencesHydrologyForecastingHydrologic ForecastingWater Resources EngineeringHydrologic Time Series AnalysisLow-flow HydrologyShort-term ForecastingShort-term Hydrologic ForecastingShort-term MemoryTime Series ForecastingDeep Learning For ForecastingHydrologic Time Series ForecastingHydrological Time Series AnalysisLong Short-term Memory NetworksLow-flow ForecastingMachine Learning-based Hydrologic ForecastingRecurrent Neural Network Forecasting

References

62

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Time Series Analysis: Forecasting and Control

Michael D. Geurts, George E. P. Box, Gwilym M. Jenkins · Journal of Marketing Research · 1977 · 19.3K citations

Computing, Data Science, Forecasting +11

Time Series Analysis Forecasting and Control.

D. J. Bartholomew, G. E. P. Box, G. M. Jenkins · Operational Research Quarterly (1970-1977) · 1971 · 6.9K citations

Computing, Data Science, Forecasting +11

Recurrent neural network based language model

Tomáš Mikolov, Martin Karafiát, Lukáš Burget et al. · 2010 · 5.4K citations

Computing, Computer Science, Computational Linguistics +16

Learning to forget: continual prediction with LSTM

Felix A. Gers · 1999 · 2.4K citations

Computing, Computer Science, Machine Learning +9