Water Research · 1999 · 91 citations · 27 references
Natural ResourcesEarth SciencesHydrologyMachine LearningWater Resources EngineeringWatershed HydrologyNutrient RunoffStreamflow AnalysisStreamflow PredictionWatershed ModelingWatershed ResponseWatershed Water BalanceConvolutional Neural NetworksNutrient Transport ModelingWatershed Nutrient ModelingWatershed Scale PredictionWatershed Streamflow Response
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Learning representations by back-propagating errors
David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations
Bootstrap Methods: Another Look at the Jackknife
B. Efron · The Annals of Statistics · 1979 · 17.4K citations · Full text
A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection
Ron Kohavi · 1995 · 10.7K citations · Full text
An introduction to computing with neural nets
Richard P. Lippmann · IEEE ASSP Magazine · 1987 · 7.9K citations
Neural Networks and the Bias/Variance Dilemma
Stuart Geman, Elie Bienenstock, René Doursat · Neural Computation · 1992 · 3.6K citations