Holger R Maier

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Graeme DandyEmeritus Professor of Civil and Environmental Engineering, University of AdelaideVerified email at adelaide.edu.au
Hedwig van DeldenResearch Institute for Knowledge Systems, The University of AdelaideVerified email at riks.nl
Matt GibbsCSIRO Land and WaterVerified email at csiro.au
Wenyan WuThe University of MelbourneVerified email at unimelb.edu.au
Seth WestraUniversity of AdelaideVerified email at adelaide.edu.au
Andrea CastellettiProfessor, Politecnico di MilanoVerified email at polimi.it
Mark JaksaEmeritus Professor of Geotechnical Engineering, University of Adelaide, AustraliaVerified email at adelaide.edu.au
Mohamed ShahinProfessor of Geotechnical Engineering, Curtin University, AustraliaVerified email at curtin.edu.au
Greer Humphrey (nee Kingston)Biostatistician, University of AdelaideVerified email at adelaide.edu.au
Martin F LambertThe University of AdelaideVerified email at adelaide.edu.au
Feifei ZhengProfessor，Principal Investigator, Collge of Civil Engineering and Architecture Anzhong BuildingVerified email at zju.edu.cn
Angela MarchiSchool of Civil, Environmental and Mining Engineering, University of AdelaideVerified email at adelaide.edu.au
Craig T. Simmons FAA FTSEPro Vice-Chancellor, College of Engineering, Science and Environment, The University of NewcastleVerified email at newcastle.edu.au
Danlu GuoSenior Lecturer, School of Engineering, Australian National UniversityVerified email at anu.edu.au
Bryan A. TolsonProfessor, Department of Civil and Environmental Engineering, University of WaterlooVerified email at uwaterloo.ca
Jan KwakkelDelft University of TechnologyVerified email at tudelft.nl
Daniel PartingtonResearch fellow, National Centre for Groundwater Research and Training, Flinders UniversityVerified email at flinders.edu.au
Michael LeonardUniversity of AdelaideVerified email at adelaide.edu.au
Fiona Laura PatonUniversity of AdelaideVerified email at adelaide.edu.au
Matteo GiulianiAssistant Professor, Politecnico di MilanoVerified email at polimi.it

Holger R Maier

Professor, School of Civil, Environmental and Mining Engineering, The University of Adelaide

Verified email at adelaide.edu.au - Homepage

Integrated Water Resources Management Hydroinformatics Decision Making Uncertainty Artificial Intelligence


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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	2920	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	980	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	803	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	795	1996
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
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	674	2005
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	653	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	611	2008
Artificial neural network applications in geotechnical engineering MA Shahin, MB Jaksa, HR Maier Australian geomechanics 36 (1), 49-62, 2001	573	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	519	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	446	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	408	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	395	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	360	2008
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	355	2021
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	309	2014
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	290	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	288	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	284	2010

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