Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications HR Maier, GC Dandy Environmental modelling & software 15 (1), 101-124, 2000 | 2922 | 2000 |
Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions HR Maier, A Jain, GC Dandy, KP Sudheer Environmental modelling & software 25 (8), 891-909, 2010 | 979 | 2010 |
Selecting among five common modelling approaches for integrated environmental assessment and management RA Kelly, AJ Jakeman, O Barreteau, ME Borsuk, S ElSawah, SH Hamilton, ... Environmental modelling & software 47, 159-181, 2013 | 804 | 2013 |
The use of artificial neural networks for the prediction of water quality parameters HR Maier, GC Dandy Water resources research 32 (4), 1013-1022, 1996 | 797 | 1996 |
Input determination for neural network models in water resources applications. Part 1—background and methodology GJ Bowden, GC Dandy, HR Maier Journal of Hydrology 301 (1-4), 75-92, 2005 | 679 | 2005 |
Ant colony optimization for design of water distribution systems HR Maier, AR Simpson, AC Zecchin, WK Foong, KY Phang, HY Seah, ... Journal of water resources planning and management 129 (3), 200-209, 2003 | 676 | 2003 |
Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions HR Maier, Z Kapelan, J Kasprzyk, J Kollat, LS Matott, MC Cunha, ... Environmental Modelling & Software 62, 271-299, 2014 | 636 | 2014 |
Future research challenges for incorporation of uncertainty in environmental and ecological decision-making JC Ascough Ii, HR Maier, JK Ravalico, MW Strudley Ecological modelling 219 (3-4), 383-399, 2008 | 615 | 2008 |
Artificial neural network applications in geotechnical engineering MA Shahin, MB Jaksa, HR Maier Australian geomechanics 36 (1), 49-62, 2001 | 571 | 2001 |
An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together? HR Maier, JHA Guillaume, H van Delden, GA Riddell, M Haasnoot, ... Environmental modelling & software 81, 154-164, 2016 | 522 | 2016 |
Review of input variable selection methods for artificial neural networks R May, G Dandy, H Maier Artificial neural networks-methodological advances and biomedical …, 2011 | 473 | 2011 |
Predicting settlement of shallow foundations using neural networks MA Shahin, HR Maier, MB Jaksa Journal of geotechnical and geoenvironmental engineering 128 (9), 785-793, 2002 | 447 | 2002 |
Data division for developing neural networks applied to geotechnical engineering MA Shahin, HR Maier, MB Jaksa journal of Computing in Civil Engineering 18 (2), 105-114, 2004 | 410 | 2004 |
Optimal division of data for neural network models in water resources applications GJ Bowden, HR Maier, GC Dandy Water resources research 38 (2), 2-1-2-11, 2002 | 400 | 2002 |
Non-linear variable selection for artificial neural networks using partial mutual information RJ May, HR Maier, GC Dandy, TMKG Fernando Environmental Modelling & Software 23 (10-11), 1312-1326, 2008 | 359 | 2008 |
Protocol for developing ANN models and its application to the assessment of the quality of the ANN model development process in drinking water quality modelling W Wu, GC Dandy, HR Maier Environmental Modelling & Software 54, 108-127, 2014 | 310 | 2014 |
The future of sensitivity analysis: an essential discipline for systems modeling and policy support S Razavi, A Jakeman, A Saltelli, C Prieur, B Iooss, E Borgonovo, ... Environmental Modelling & Software 137, 104954, 2021 | 299 | 2021 |
Genetic algorithms for reliability-based optimization of water distribution systems BA Tolson, HR Maier, AR Simpson, BJ Lence Journal of water resources planning and management 130 (1), 63-72, 2004 | 291 | 2004 |
The effect of internal parameters and geometry on the performance of back-propagation neural networks: an empirical study HR Maier, GC Dandy Environmental Modelling & Software 13 (2), 193-209, 1998 | 287 | 1998 |
Data splitting for artificial neural networks using SOM-based stratified sampling RJ May, HR Maier, GC Dandy Neural Networks 23 (2), 283-294, 2010 | 283 | 2010 |