Holger R Maier

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Graeme DandyEmeritus Professor of Civil and Environmental Engineering, University of AdelaideVerified email at adelaide.edu.au
Matt GibbsCSIRO Land and WaterVerified email at csiro.au
Wenyan WuThe University of MelbourneVerified email at unimelb.edu.au
Hedwig van DeldenResearch Institute for Knowledge Systems, The University of AdelaideVerified email at riks.nl
Andrea CastellettiProfessor, Politecnico di MilanoVerified email at polimi.it
Mark JaksaProfessor of Geotechnical Engineering, University of AdelaideVerified 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
Seth WestraUniversity 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. SimmonsSchultz Chair in the Environment & Matthew Flinders Distinguished Professor of HydrogeologyVerified email at flinders.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
Danlu GuoResearch Associate, University of MelbourneVerified email at unimelb.edu.au
Daniel PartingtonPostdoctoral fellow, National Centre for Groundwater Research and Training, Flinders UniversityVerified email at flinders.edu.au
Fiona Laura PatonUniversity of AdelaideVerified email at adelaide.edu.au
Matteo GiulianiAssistant Professor, Politecnico di MilanoVerified email at polimi.it
Darren BroadSenior Asset Planner, Water CorporationVerified email at watercorporation.com.au

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	2666	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	819	2010
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	726	1996
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	651	2013
Ant colony optimization for design of water distribution systems H Maier, A Simpson, A Zecchin, W Foong, K Phang, H Seah, C Tan ASCE-Amer Soc Civil Engineers, 2003	637	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	612	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	540	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	540	2008
Artificial neural network applications in geotechnical engineering MA Shahin, MB Jaksa, HR Maier Australian geomechanics 36 (1), 49-62, 2001	466	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	396	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	392	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	369	2002
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	352	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	335	2004
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	327	2008
Genetic algorithms for reliability-based optimization of water distribution systems B Tolson, H Maier, A Simpson, B Lence ASCE-Amer Soc Civil Engineers, 2004	277	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	274	1998
Neural network based modelling of environmental variables: a systematic approach HR Maier, GC Dandy Mathematical and Computer Modelling 33 (6-7), 669-682, 2001	258	2001
Use of artificial neural networks for predicting optimal alum doses and treated water quality parameters HR Maier, N Morgan, CWK Chow Environmental Modelling & Software 19 (5), 485-494, 2004	249	2004
Input determination for neural network models in water resources applications. Part 2. Case study: forecasting salinity in a river GJ Bowden, HR Maier, GC Dandy Journal of Hydrology 301 (1-4), 93-107, 2005	234	2005

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