Concepedia

A probabilistic method for assisting knowledge extraction from artificial neural networks used for hydrological prediction

Greer B. Kingston, Holger R. Maier, Martin F. Lambert

Mathematical and Computer Modelling · 2006 · 33 citations · 17 references

Concepts

Natural ResourcesComputer ScienceHydrologyHydrologic ForecastingMachine LearningWater Resources EngineeringFlood ForecastingHydrological ModelingNeural NetworksProbabilistic Machine LearningStreamflow PredictionSurface Water HydrologyData-driven Hydrologic ForecastingDomain Knowledge ExtractionExpert Knowledge ExtractionHydrologic Forecast UncertaintyHydrological Uncertainty AnalysisMachine Learning-based Hydrologic ForecastingProbabilistic Hydrologic Forecasting

References

17

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

Effective and efficient global optimization for conceptual rainfall‐runoff models

Qingyun Duan, Soroosh Sorooshian, Vijai Kumar Gupta · Water Resources Research · 1992 · 3.4K citations

Natural Resources, Hydrology, Hydrologic Forecasting +13

A Practical Bayesian Framework for Backpropagation Networks

David Mackay · Neural Computation · 1992 · 2.9K citations

Computing, Computer Science, Bayesian Data Analysis +16

An Adaptive Metropolis Algorithm

Heikki Haario, Eero Saksman, Johanna Tamminen · Bernoulli · 2001 · 2.7K citations

Engineering, Computer Science, Algorithms +16

Artificial Neural Networks in Hydrology. I: Preliminary Concepts

Journal of Hydrologic Engineering · 2000 · 1.5K citations

Natural Resources, Earth Sciences, Hydrology +5