Concepedia

A novel hybrid artificial neural network - Parametric scheme for postprocessing medium-range precipitation forecasts

Mohammadvaghef Ghazvinian, Yu Zhang, Dong‐Jun Seo, Minxue He, Nelun Fernando

Advances in Water Resources · 2021 · 57 citations · 58 references

Open access

Concepts

Natural SciencesHydrologyMeteorologyForecastingNumerical Weather PredictionWeather ForecastingForecast VerificationMedium-range ForecastingNumerical Weather Prediction Data AssimilationPrecipitationPrecipitation EstimationPrecipitation ForecastingData Assimilation For Precipitation ForecastingDeep Learning For Precipitation ForecastingHybrid Forecasting ModelsMachine Learning For Precipitation EstimationMachine Learning For Precipitation ForecastingNeural ForecastingStatistical Post-processing

References

58

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

Natural Sciences, Computer Science, Statistical Computing +10

Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

Yoav Benjamini, Yosef Hochberg · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 108.7K citations

Natural Sciences, Biostatistics, A/b Testing +13

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

VERIFICATION OF FORECASTS EXPRESSED IN TERMS OF PROBABILITY

Glenn W. Brier · Monthly Weather Review · 1950 · 5.3K citations

Business, Mathematics, Meteorology +10

Natural Language Processing (almost) from Scratch

Ronan Collobert, Jason Weston, Léon Bottou et al. · arXiv (Cornell University) · 2011 · 5.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +11