Holger R. Maier

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 33

Top Topics

Evolutionary Algorithm

Water Distribution

Top Venues

Environ. Model. Softw.

IEEE Trans. Evol. Comput.

Comput. Aided Civ. Infrastructure Eng.

Publications

Eike M. Hamers, Holger R. Maier, Aaron C. Zecchin, Hedwig van Delden
Framework for considering the interactions between climate change, socio-economic development and land use planning in the assessment of future flood risk. Environ. Model. Softw. 171 (2024)
Wenyan Wu, Leila Eamen, Graeme C. Dandy, Saman Razavi, George Kuczera, Holger R. Maier
Beyond engineering: A review of reservoir management through the lens of wickedness, competing objectives and uncertainty. Environ. Model. Softw. 167 (2023)
Holger R. Maier, Stefano Galelli, Saman Razavi, Andrea Castelletti, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Miquel Sànchez-Marrè, Marco Acutis, Wenyan Wu, Greer B. Humphrey
Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environ. Model. Softw. 167 (2023)
Maria P. Vilas, Felix Egger, Matthew P. Adams, Holger R. Maier, Barbara J. Robson, Jonathan Ferrer-Mestres, Lachlan K. Stewart, Paul Maxwell, Katherine R. O'Brien
TALKS: A systematic framework for resolving model-data discrepancies. Environ. Model. Softw. 163 (2023)
Peng Wang, Aaron C. Zecchin, Holger R. Maier
Improved selection strategy for multi-objective evolutionary algorithms with application to water distribution optimization problems. Comput. Aided Civ. Infrastructure Eng. 38 (10) (2023)
Holger R. Maier, Feifei Zheng, Hoshin V. Gupta, Junyi Chen, Juliane Mai, Dragan A. Savic, Ralf Loritz, Wenyan Wu, Danlu Guo, Andrew Bennett, Anthony J. Jakeman, Saman Razavi, Jianshi Zhao
On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization. Environ. Model. Softw. 167 (2023)
S. Zhu, Holger R. Maier, Aaron C. Zecchin
Identification of metrics suitable for determining the features of real-world optimisation problems. Environ. Model. Softw. 148 (2022)
Saman Razavi, Anthony J. Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William E. Becker, Stefano Tarantola, Joseph H. A. Guillaume, John D. Jakeman, Hoshin V. Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Holger R. Maier
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support. Environ. Model. Softw. 137 (2021)
Cameron McPhail, Holger R. Maier, Seth Westra, Leon van der Linden, Jan H. Kwakkel
Guidance framework and software for understanding and achieving system robustness. Environ. Model. Softw. 142 (2021)
Bree Bennett, Anjana Devanand, Sam Culley, Seth Westra, Danlu Guo, Holger R. Maier
A modelling framework and R-package for evaluating system performance under hydroclimate variability and change. Environ. Model. Softw. 139 (2021)
Sam Culley, Holger R. Maier, Seth Westra, Bree Bennett
Identifying critical climate conditions for use in scenario-neutral climate impact assessments. Environ. Model. Softw. 136 (2021)
Charles Peter Newland, Hedwig van Delden, Aaron C. Zecchin, Jeffrey P. Newman, Holger R. Maier
A hybrid (semi) automatic calibration method for Cellular Automata land-use models: Combining evolutionary algorithms with process understanding. Environ. Model. Softw. 134 (2020)
Federico Giudici, Andrea Castelletti, Matteo Giuliani, Holger R. Maier
An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty. Environ. Model. Softw. 127 (2020)
Michael Di Matteo, Holger R. Maier, Graeme C. Dandy
Many-objective portfolio optimization approach for stormwater management project selection encouraging decision maker buy-in. Environ. Model. Softw. 111 (2019)
Holger R. Maier, Saman Razavi, Zoran Kapelan, L. Shawn Matott, Joseph R. Kasprzyk, Bryan A. Tolson
Introductory overview: Optimization using evolutionary algorithms and other metaheuristics. Environ. Model. Softw. 114 (2019)
Graeme C. Dandy, Angela Marchi, Holger R. Maier, John Kandulu, Darla Hatton MacDonald, Arman Ganji
An integrated framework for selecting and evaluating the performance of stormwater harvesting options to supplement existing water supply systems. Environ. Model. Softw. 122 (2019)
Michael Di Matteo, Ruijie Liang, Holger R. Maier, Mark A. Thyer, Angus R. Simpson, Graeme C. Dandy, Ben Ernst
Controlling rainwater storage as a system: An opportunity to reduce urban flood peaks for rare, long duration storms. Environ. Model. Softw. 111 (2019)
Charles Peter Newland, Holger R. Maier, Aaron C. Zecchin, Jeffrey P. Newman, Hedwig van Delden
Multi-objective optimisation framework for calibration of Cellular Automata land-use models. Environ. Model. Softw. 100 (2018)
Charles Peter Newland, Aaron C. Zecchin, Holger R. Maier, Jeffrey P. Newman, Hedwig van Delden
Empirically derived method and software for semi-automatic calibration of Cellular Automata land-use models. Environ. Model. Softw. 108 (2018)
Tim R. Green, Olaf David, Holger R. Maier
A tribute in memory of Dr. James (Jim) C. Ascough II. Environ. Model. Softw. 97 (2017)
Greer B. Humphrey, Holger R. Maier, Wenyan Wu, Nick J. Mount, Graeme C. Dandy, Robert J. Abrahart, Christian W. Dawson
Improved validation framework and R-package for artificial neural network models. Environ. Model. Softw. 92 (2017)
Duc Cong Hiep Nguyen, James C. Ascough II, Holger R. Maier, Graeme C. Dandy, Allan A. Andales
Optimization of irrigation scheduling using ant colony algorithms and an advanced cropping system model. Environ. Model. Softw. 97 (2017)
Jeffrey P. Newman, Holger R. Maier, Graeme A. Riddell, Aaron C. Zecchin, James E. Daniell, Andreas Maximilian Schaefer, Hedwig van Delden, Bijan Khazai, Michael John O'Flaherty, Charles Peter Newland
Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions. Environ. Model. Softw. 96 (2017)
Peter Golding, Sam Kapadia, Stella Naylor, Jonathan Schulz, Holger R. Maier, Upmanu Lall, Marijn Van der Velde
Framework for minimising the impact of regional shocks on global food security using multi-objective ant colony optimisation. Environ. Model. Softw. 95 (2017)
Michael Di Matteo, Graeme C. Dandy, Holger R. Maier
A multi-stakeholder portfolio optimization framework applied to stormwater best management practice (BMP) selection. Environ. Model. Softw. 97 (2017)
Feifei Zheng, Aaron C. Zecchin, Jeffery P. Newman, Holger R. Maier, Graeme C. Dandy
An Adaptive Convergence-Trajectory Controlled Ant Colony Optimization Algorithm With Application to Water Distribution System Design Problems. IEEE Trans. Evol. Comput. 21 (5) (2017)
Eva H. Y. Beh, Feifei Zheng, Graeme C. Dandy, Holger R. Maier, Zoran Kapelan
Robust optimization of water infrastructure planning under deep uncertainty using metamodels. Environ. Model. Softw. 93 (2017)
Holger R. Maier, Joseph H. A. Guillaume, Hedwig van Delden, Graeme A. Riddell, Marjolijn Haasnoot, Jan H. Kwakkel
An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together? Environ. Model. Softw. 81 (2016)
Arman Ganji, Holger R. Maier, Graeme C. Dandy
A modified Sobol′ sensitivity analysis method for decision-making in environmental problems. Environ. Model. Softw. 75 (2016)
Danlu Guo, Seth Westra, Holger R. Maier
An R package for modelling actual, potential and reference evapotranspiration. Environ. Model. Softw. 78 (2016)
Wenyan Wu, Holger R. Maier, Graeme C. Dandy, Rosemary Leonard, Kathryn Bellette, Susan M. Cuddy, Shiroma Maheepala
Including stakeholder input in formulating and solving real-world optimisation problems: Generic framework and case study. Environ. Model. Softw. 79 (2016)
Robert M. Argent, Richard S. Sojda, Carlo Guipponi, Brian S. McIntosh, Alexey A. Voinov, Holger R. Maier
Best practices for conceptual modelling in environmental planning and management. Environ. Model. Softw. 80 (2016)
Duc Cong Hiep Nguyen, Holger R. Maier, Graeme C. Dandy, James C. Ascough II
Framework for computationally efficient optimal crop and water allocation using ant colony optimization. Environ. Model. Softw. 76 (2016)
Holger R. Maier, Zoran Kapelan, Joseph R. Kasprzyk, L. Shawn Matott
Thematic issue on Evolutionary Algorithms in Water Resources. Environ. Model. Softw. 69 (2015)
Xuyuan Li, Holger R. Maier, Aaron C. Zecchin
Improved PMI-based input variable selection approach for artificial neural network and other data driven environmental and water resource models. Environ. Model. Softw. 65 (2015)
Christopher S. Stokes, Angus R. Simpson, Holger R. Maier
A computational software tool for the minimization of costs and greenhouse gas emissions associated with water distribution systems. Environ. Model. Softw. 69 (2015)
Xuyuan Li, Aaron C. Zecchin, Holger R. Maier
Improving partial mutual information-based input variable selection by consideration of boundary issues associated with bandwidth estimation. Environ. Model. Softw. 71 (2015)
Weiwei Bi, Graeme C. Dandy, Holger R. Maier
Improved genetic algorithm optimization of water distribution system design by incorporating domain knowledge. Environ. Model. Softw. 69 (2015)
Li Li, Martin F. Lambert, Holger R. Maier, Daniel Partington, Craig T. Simmons
Assessment of the internal dynamics of the Australian Water Balance Model under different calibration regimes. Environ. Model. Softw. 66 (2015)
Darren R. Broad, Graeme C. Dandy, Holger R. Maier
A systematic approach to determining metamodel scope for risk-based optimization and its application to water distribution system design. Environ. Model. Softw. 69 (2015)
Stefan Reis, Edmund Y. W. Seto, Amanda Northcross, Nigel W. T. Quinn, Matteo Convertino, Rod L. Jones, Holger R. Maier, Uwe Schlink, Susanne Steinle, Massimo Vieno, Michael C. Wimberly
Integrating modelling and smart sensors for environmental and human health. Environ. Model. Softw. 74 (2015)
Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy
Using characteristics of the optimisation problem to determine the Genetic Algorithm population size when the number of evaluations is limited. Environ. Model. Softw. 69 (2015)
Eva H. Y. Beh, Holger R. Maier, Graeme C. Dandy
Scenario driven optimal sequencing under deep uncertainty. Environ. Model. Softw. 68 (2015)
Holger R. Maier, Zoran Kapelan, Joseph R. Kasprzyk, Joshua B. Kollat, L. Shawn Matott, Maria C. Cunha, Graeme C. Dandy, Matthew S. Gibbs, Ed Keedwell, Angela Marchi, Avi Ostfeld, Dragan A. Savic, D. P. Solomatine, Jasper A. Vrugt, Aaron C. Zecchin, Barbara S. Minsker, E. J. Barbour, George Kuczera, F. Pasha, Andrea Castelletti, Matteo Giuliani, Patrick M. Reed
Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions. Environ. Model. Softw. 62 (2014)
Eva H. Y. Beh, Graeme C. Dandy, Holger R. Maier, Fiona L. Paton
Optimal sequencing of water supply options at the regional scale incorporating alternative water supply sources and multiple objectives. Environ. Model. Softw. 53 (2014)
Li Li, Holger R. Maier, Daniel Partington, Martin F. Lambert, Craig T. Simmons
Performance assessment and improvement of recursive digital baseflow filters for catchments with different physical characteristics and hydrological inputs. Environ. Model. Softw. 54 (2014)
Wenyan Wu, Graeme C. Dandy, Holger R. Maier
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. Environ. Model. Softw. 54 (2014)
Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs
An evaluation framework for input variable selection algorithms for environmental data-driven models. Environ. Model. Softw. 62 (2014)
Fiona L. Paton, Graeme C. Dandy, Holger R. Maier
Integrated framework for assessing urban water supply security of systems with non-traditional sources under climate change. Environ. Model. Softw. 60 (2014)
Xuyuan Li, Aaron C. Zecchin, Holger R. Maier
Selection of smoothing parameter estimators for general regression neural networks - Applications to hydrological and water resources modelling. Environ. Model. Softw. 59 (2014)
Holger R. Maier
What constitutes a good literature review and why does its quality matter? Environ. Model. Softw. 43 (2013)
Rebecca A. Kelly, Anthony J. Jakeman, Olivier Barreteau, Mark E. Borsuk, Sondoss El Sawah, Serena H. Hamilton, Hans Jørgen Henriksen, Sakari Kuikka, Holger R. Maier, Andrea Emilio Rizzoli, Hedwig van Delden, Alexey A. Voinov
Selecting among five common modelling approaches for integrated environmental assessment and management. Environ. Model. Softw. 47 (2013)
Li Li, Holger R. Maier, Martin F. Lambert, Craig T. Simmons, Daniel Partington
Framework for assessing and improving the performance of recursive digital filters for baseflow estimation with application to the Lyne and Hollick filter. Environ. Model. Softw. 41 (2013)
Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy
A generic framework for regression regionalization in ungauged catchments. Environ. Model. Softw. 27 (2012)
Daniel Partington, Philip Brunner, Craig T. Simmons, René Therrien, A. D. Werner, Graeme C. Dandy, Holger R. Maier
A hydraulic mixing-cell method to quantify the groundwater component of streamflow within spatially distributed fully integrated surface water-groundwater flow models. Environ. Model. Softw. 26 (7) (2011)
Holger R. Maier, Ashu Jain, Graeme C. Dandy, K. P. Sudheer
Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions. Environ. Model. Softw. 25 (8) (2010)
Jakin K. Ravalico, Graeme C. Dandy, Holger R. Maier
Management Option Rank Equivalence (MORE) - A new method of sensitivity analysis for decision-making. Environ. Model. Softw. 25 (2) (2010)
Robert J. May, Holger R. Maier, Graeme C. Dandy
Data splitting for artificial neural networks using SOM-based stratified sampling. Neural Networks 23 (2) (2010)
Mohamed A. Shahin, Mark B. Jaksa, Holger R. Maier
Recent Advances and Future Challenges for Artificial Neural Systems in Geotechnical Engineering Applications. Adv. Artif. Neural Syst. 2009 (2009)
Jakin K. Ravalico, Holger R. Maier, Graeme C. Dandy
Sensitivity analysis for decision-making using the MORE method - A Pareto approach. Reliab. Eng. Syst. Saf. 94 (7) (2009)
Robert J. May, Holger R. Maier, Graeme C. Dandy, T. M. K. Gayani Fernando
Non-linear variable selection for artificial neural networks using partial mutual information. Environ. Model. Softw. 23 (10-11) (2008)
Matthew S. Gibbs, Graeme C. Dandy, Holger R. Maier
A genetic algorithm calibration method based on convergence due to genetic drift. Inf. Sci. 178 (14) (2008)
Wai-Kuan Foong, Angus R. Simpson, Holger R. Maier, Stephen Stolp
Ant colony optimization for power plant maintenance scheduling optimization - a five-station hydropower system. Ann. Oper. Res. 159 (1) (2008)
Robert J. May, Graeme C. Dandy, Holger R. Maier, John B. Nixon
Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems. Environ. Model. Softw. 23 (10-11) (2008)
Holger R. Maier, Aaron C. Zecchin, L. Radbone, P. Goonan
Optimising the mutual information of ecological data clusters using evolutionary algorithms. Math. Comput. Model. 44 (5-6) (2006)
Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy, John B. Nixon
Minimum Number of Generations Required for Convergence of Genetic Algorithms. IEEE Congress on Evolutionary Computation (2006)
Darren R. Broad, Graeme C. Dandy, Holger R. Maier, John B. Nixon
Improving Metamodel-based Optimization of Water Distribution Systems with Local Search. IEEE Congress on Evolutionary Computation (2006)
Greer B. Kingston, Holger R. Maier, Martin F. Lambert
Forecasting Cyanobacteria with Bayesian and Deterministic Artificial Neural Networks. IJCNN (2006)
Robert J. May, Graeme C. Dandy, Holger R. Maier, T. M. K. Fernando
Critical Values of a Kernel Density-based Mutual Information Estimator. IJCNN (2006)
Gavin J. Bowden, John B. Nixon, Graeme C. Dandy, Holger R. Maier, Mike Holmes
Forecasting chlorine residuals in a water distribution system using a general regression neural network. Math. Comput. Model. 44 (5-6) (2006)
K. M. Hyde, Holger R. Maier
Distance-based and stochastic uncertainty analysis for multi-criteria decision analysis in Excel using Visual Basic for Applications. Environ. Model. Softw. 21 (12) (2006)
Greer B. Kingston, Holger R. Maier, Martin F. Lambert
A probabilistic method for assisting knowledge extraction from artificial neural networks used for hydrological prediction. Math. Comput. Model. 44 (5-6) (2006)
Holger R. Maier
Application of natural computing (computational intelligence) methods to water resources and environmental modelling. Math. Comput. Model. 44 (5-6) (2006)
Aaron C. Zecchin, Angus R. Simpson, Holger R. Maier, Michael Leonard, Andrew J. Roberts, Matthew J. Berrisford
Application of two ant colony optimisation algorithms to water distribution system optimisation. Math. Comput. Model. 44 (5-6) (2006)
Matthew S. Gibbs, Nicolas Morgan, Holger R. Maier, Graeme C. Dandy, John B. Nixon, Mike Holmes
Investigation into the relationship between chlorine decay and water distribution parameters using data driven methods. Math. Comput. Model. 44 (5-6) (2006)
Wai-Kuan Foong, Holger R. Maier, Angus R. Simpson
Ant colony optimization for power plant maintenance scheduling optimization. GECCO Workshops (2005)
Wai-Kuan Foong, Holger R. Maier, Angus R. Simpson
Ant colony optimization for power plant maintenance scheduling optimization. GECCO (2005)
Aaron C. Zecchin, Angus R. Simpson, Holger R. Maier, John B. Nixon
Parametric study for an ant algorithm applied to water distribution system optimization. IEEE Trans. Evol. Comput. 9 (2) (2005)
Holger R. Maier, Nicolas Morgan, Christopher W. K. Chow
Use of artificial neural networks for predicting optimal alum doses and treated water quality parameters. Environ. Model. Softw. 19 (5) (2004)
Holger R. Maier, Graeme C. Dandy
Neural networks for the prediction and forecasting of water resource variables: a review of modelling issues and applications. Environ. Model. Softw. 15 (1) (2000)