Concepedia

Real-time multi-step-ahead water level forecasting by recurrent neural networks for urban flood control

Fi‐John Chang, Pin-An Chen, Ying-Ray Lu, Eric Yi‐Hsiu Huang, Kai-Yao Chang

Journal of Hydrology · 2014 · 249 citations · 37 references

Concepts

Natural ResourcesHydrologyWater Resources ManagementHydrologic ForecastingUrban HydrologyWater Resources EngineeringFlood ForecastingHydrologic Time Series AnalysisReal-time ForecastingUrban Flood ControlUrban Flood HydrologyUrban Flood ManagementMachine Learning-based Hydrologic ForecastingMulti-step-ahead ForecastingReal-time Flood PredictionReal-time Urban Flood ForecastingRecurrent Neural Network ForecastingRecurrent Neural NetworksWater Level Forecasting

References

37

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

River flow forecasting through conceptual models part I — A discussion of principles

J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 24K citations

Natural Resources, Hydrology, Water Resources Management +14

Finding Structure in Time

Jeffrey L. Elman · Cognitive Science · 1990 · 10.8K citations

Social Sciences, Computer Science, Psychology +16

A neuro-fuzzy computing technique for modeling hydrological time series

P. C. Nayak, K. P. Sudheer, D. Mohana Rangan et al. · Journal of Hydrology · 2004 · 631 citations

Natural Resources, Earth Sciences, Hydrology +14

Long-term time series prediction with the NARX network: An empirical evaluation

José Maria P. Menezes, Guilherme A. Barreto · Neurocomputing · 2008 · 451 citations

Computing, Data Science, Forecasting +11