| A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network. GB Humphrey, MS Gibbs, GC Dandy, HR Maier Journal of Hydrology, 2016 | 257 | 2016 |
| An evaluation framework for input variable selection algorithms for environmental data-driven models S Galelli, GB Humphrey, HR Maier, A Castelletti, GC Dandy, MS Gibbs Environmental Modelling & Software 62, 33-51, 2014 | 234 | 2014 |
| Bayesian training of artificial neural networks used for water resources modeling GB Kingston, MF Lambert, HR Maier Water resources research 41 (12), W12409, 2005 | 138 | 2005 |
| Calibration and validation of neural networks to ensure physically plausible hydrological modeling GB Kingston, HR Maier, MF Lambert Journal of Hydrology 314 (1), 158-176, 2005 | 102 | 2005 |
| Improved validation framework and R-package for artificial neural network models GB Humphrey, HR Maier, W Wu, NJ Mount, GC Dandy, RJ Abrahart, ... Environmental Modelling & Software 92, 82-106, 2017 | 69 | 2017 |
| Bayesian model selection applied to artificial neural networks used for water resources modeling GB Kingston, HR Maier, MF Lambert Water Resources Research 44 (4), W04419, 2008 | 47 | 2008 |
| A probabilistic method for assisting knowledge extraction from artificial neural networks used for hydrological prediction GB Kingston, HR Maier, MF Lambert Mathematical and computer modelling 44 (5), 499-512, 2006 | 47 | 2006 |
| Computational intelligence methods for the efficient reliability analysis of complex flood defence structures GB Kingston, M Rajabalinejad, BP Gouldby, PH Van Gelder Structural Safety 33 (1), 64-73, 2011 | 41 | 2011 |
| Risk‐based approach for assessing the effectiveness of flow management in controlling cyanobacterial blooms in rivers HR Maier, GB Kingston, T Clark, A Frazer, A Sanderson River Research and Applications 20 (4), 459-471, 2004 | 40 | 2004 |
| Bayesian artificial neural networks in water resources engineering. GB Kingston | 33 | 2006 |
| Review of artificial intelligence techniques and their applications to hydrological modeling and water resources management Part 2–optimization GB Kingston, GC Dandy, HR Maier Water Resources Research Progress, 67-99, 2008 | 17 | 2008 |
| Reliability analysis of flood defence structures and systems in Europe P van Gelder, F Buijs, W ter Horst, W Kanning, CM Van, M Rajabalinejad, ... Flood risk management: Research and practice. Leiden, the Netherlands: CRC …, 2009 | 14 | 2009 |
| Reliability analysis of flood defence structures and systems in Europe P Gelder, F Buijs, W Horst, W Kanning, CM Van, M Rajabalinejad, E Boer, ... CRC Press, 2008 | 14* | 2008 |
| Uncertainty and sensitivity analysis method for flood risk analysis B Gouldby, G Kingston FLOODsite Report, 2007 | 12 | 2007 |
| A Bayesian approach to artificial neural network model selection GB Kingston, HR Maier, MF Lambert International Congress on Modelling and Simulation (2005: Melbourne, Vic …, 2005 | 12 | 2005 |
| A statistical input pruning method for artificial neural networks used in environmental modelling GB Kingston, HR Maier, MF Lambert iEMSs 2004: Biennial Meeting of the International Environmental Modelling …, 2004 | 12 | 2004 |
| A new evaluation framework for input variable selection algorithms used in environmental modelling GB Humphrey, S Galelli, A Castelletti, HR Maier, GC Dandy, MS Gibbs 7th International Congress on Environmental Modelling and Software: San …, 2014 | 8 | 2014 |
| Reliable prediction of wave overtopping volumes using Bayesian neural networks GB Kingston, DI Robinson, BP Gouldby, T Pullen Flood Risk Management: Research and Practice: Extended Abstracts Volume (332 …, 2008 | 6 | 2008 |
| Forecasting cyanobacteria with Bayesian and deterministic artificial neural networks GB Kingston, HR Maier, MF Lambert Neural Networks, 2006. IJCNN'06. International Joint Conference on, 4870-4877, 2006 | 6 | 2006 |
| Understanding the mechanisms modelled by artificial neural networks for hydrological prediction GB Kingston, HR Maier, MF Lambert International Congress on Modelling and Simulation (15th: 2003: Townsville …, 2003 | 6 | 2003 |
Holger R MaierProfessor, School of Civil, Environmental and Mining Engineering, The University of AdelaideVerificeret mail på adelaide.edu.au
