An evaluation framework for input variable selection algorithms for environmental data-driven models. - Stefano Galelli; Greer B. Humphrey; Holger R. Maier; Andrea Castelletti; Graeme C. Dandy; Matthew S. Gibbs (Environ. Model. Softw., 2014)

Improved validation framework and R-package for artificial neural network models. - Greer B. Humphrey; Holger R. Maier; Wenyan Wu 001; Nick J. Mount; Graeme C. Dandy; Robert J. Abrahart; Christian W. Dawson (Environ. Model. Softw., 2017)

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. - Holger R. Maier; Stefano Galelli; Saman Razavi; Andrea Castelletti; Andrea Emilio Rizzoli; Ioannis N. Athanasiadis; Miquel Sànchez-Marrè; Marco Acutis; Wenyan Wu 001; Greer B. Humphrey (Environ. Model. Softw., 2023)