Greer B. Humphrey

A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network

Greer B. Humphrey, Matthew S. Gibbs, Graeme C. Dandy et al. · Journal of Hydrology · 2016 · 275 citations

Natural Resources, Earth Sciences, Hydrology +17

An evaluation framework for input variable selection algorithms for environmental data-driven models

Stefano Galelli, Greer B. Humphrey, Holger R. Maier et al. · Environmental Modelling & Software · 2014 · 207 citations · Full text

Natural Sciences, Environmental Engineering, Environmental Sciences +16

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting

Holger R. Maier, Stefano Galelli, Saman Razavi et al. · Environmental Modelling & Software · 2023 · 124 citations · Full text

Computing, Computer Science, Environmental Sciences +16

Improved validation framework and R-package for artificial neural network models

Greer B. Humphrey, Holger R. Maier, Wenyan Wu et al. · Environmental Modelling & Software · 2017 · 65 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

State updating and calibration period selection to improve dynamic monthly streamflow forecasts for an environmental flow management application

Matthew S. Gibbs, David McInerney, Greer B. Humphrey et al. · Hydrology and earth system sciences · 2018 · 48 citations · Full text

Natural Resources, Hydrology, Water Resources Management +14