Holger R. Maier

85 papers A 1B 5Journal 78Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comprehensive framework for long-term reservoir management under deep uncertainty. Environ. Model. Softw. Jiajia Huang, Wenyan Wu, Holger R. Maier, Justin Hughes, Quan J. Wang, Yuan Cao
2026	J	`jnl`	What drives reservoir infrastructure upgrade decisions under deep uncertainty? Environ. Model. Softw. Jiajia Huang, Wenyan Wu, Holger R. Maier, Justin Hughes, Quan J. Wang, Yuan Cao
2025	J	`jnl`	An R package to partition observation data used for model development and evaluation to achieve model generalizability. Environ. Model. Softw. Yiran Ji, Feifei Zheng, Jinhua Wen, Qifeng Li, Junyi Chen, Holger R. Maier, Hoshin V. Gupta
2025	J	`jnl`	Moving from single values to trade-off curves for assessing the performance of water resources systems under uncertainty. Environ. Model. Softw. Yuan Cao, Wenyan Wu, Holger R. Maier, Matthew S. Gibbs
2024	J	`jnl`	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. Eike M. Hamers, Holger R. Maier, Aaron C. Zecchin, Hedwig van Delden
2023	J	`jnl`	Beyond engineering: A review of reservoir management through the lens of wickedness, competing objectives and uncertainty. Environ. Model. Softw. Wenyan Wu, Leila Eamen, Graeme C. Dandy, Saman Razavi, George Kuczera, Holger R. Maier
2023	J	`jnl`	Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environ. Model. Softw. 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
2023	J	`jnl`	Improved selection strategy for multi-objective evolutionary algorithms with application to water distribution optimization problems. Comput. Aided Civ. Infrastructure Eng. Peng Wang, Aaron C. Zecchin, Holger R. Maier
2023	J	`jnl`	On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization. Environ. Model. Softw. 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
2023	J	`jnl`	TALKS: A systematic framework for resolving model-data discrepancies. Environ. Model. Softw. 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
2022	J	`jnl`	Identification of metrics suitable for determining the features of real-world optimisation problems. Environ. Model. Softw. Siwei Zhu, Holger R. Maier, Aaron C. Zecchin
2021	J	`jnl`	A modelling framework and R-package for evaluating system performance under hydroclimate variability and change. Environ. Model. Softw. Bree Bennett, Anjana Devanand, Sam Culley, Seth Westra, Danlu Guo, Holger R. Maier
2021	J	`jnl`	Guidance framework and software for understanding and achieving system robustness. Environ. Model. Softw. Cameron McPhail, Holger R. Maier, Seth Westra, Leon van der Linden, Jan H. Kwakkel
2021	J	`jnl`	Identifying critical climate conditions for use in scenario-neutral climate impact assessments. Environ. Model. Softw. Sam Culley, Holger R. Maier, Seth Westra, Bree Bennett
2021	J	`jnl`	The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support. Environ. Model. Softw. 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
2020	J	`jnl`	A hybrid (semi) automatic calibration method for Cellular Automata land-use models: Combining evolutionary algorithms with process understanding. Environ. Model. Softw. Charles Peter Newland, Hedwig van Delden, Aaron C. Zecchin, Jeffrey P. Newman, Holger R. Maier
2020	J	`jnl`	An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty. Environ. Model. Softw. Federico Giudici, Andrea Castelletti, Matteo Giuliani, Holger R. Maier
2019	J	`jnl`	An integrated framework for selecting and evaluating the performance of stormwater harvesting options to supplement existing water supply systems. Environ. Model. Softw. Graeme C. Dandy, Angela Marchi, Holger R. Maier, John Kandulu, Darla Hatton MacDonald, Arman Ganji
2019	J	`jnl`	Controlling rainwater storage as a system: An opportunity to reduce urban flood peaks for rare, long duration storms. Environ. Model. Softw. Michael Di Matteo, Ruijie Liang, Holger R. Maier, Mark A. Thyer, Angus R. Simpson, Graeme C. Dandy, Ben Ernst
2019	J	`jnl`	Introductory overview: Optimization using evolutionary algorithms and other metaheuristics. Environ. Model. Softw. Holger R. Maier, Saman Razavi, Zoran Kapelan, L. Shawn Matott, Joseph R. Kasprzyk, Bryan A. Tolson
2019	J	`jnl`	Many-objective portfolio optimization approach for stormwater management project selection encouraging decision maker buy-in. Environ. Model. Softw. Michael Di Matteo, Holger R. Maier, Graeme C. Dandy
2018	J	`jnl`	Empirically derived method and software for semi-automatic calibration of Cellular Automata land-use models. Environ. Model. Softw. Charles Peter Newland, Aaron C. Zecchin, Holger R. Maier, Jeffrey P. Newman, Hedwig van Delden
2018	J	`jnl`	Multi-objective optimisation framework for calibration of Cellular Automata land-use models. Environ. Model. Softw. Charles Peter Newland, Holger R. Maier, Aaron C. Zecchin, Jeffrey P. Newman, Hedwig van Delden
2017	J	`jnl`	A multi-stakeholder portfolio optimization framework applied to stormwater best management practice (BMP) selection. Environ. Model. Softw. Michael Di Matteo, Graeme C. Dandy, Holger R. Maier
2017	J	`jnl`	A tribute in memory of Dr. James (Jim) C. Ascough II. Environ. Model. Softw. Tim R. Green, Olaf David, Holger R. Maier
2017	J	`jnl`	An Adaptive Convergence-Trajectory Controlled Ant Colony Optimization Algorithm With Application to Water Distribution System Design Problems. IEEE Trans. Evol. Comput. Feifei Zheng, Aaron C. Zecchin, Jeffery P. Newman, Holger R. Maier, Graeme C. Dandy
2017	J	`jnl`	Framework for minimising the impact of regional shocks on global food security using multi-objective ant colony optimisation. Environ. Model. Softw. Peter Golding, Sam Kapadia, Stella Naylor, Jonathan Schulz, Holger R. Maier, Upmanu Lall, Marijn Van der Velde
2017	J	`jnl`	Improved validation framework and R-package for artificial neural network models. Environ. Model. Softw. Greer B. Humphrey, Holger R. Maier, Wenyan Wu, Nick J. Mount, Graeme C. Dandy, Robert J. Abrahart, Christian W. Dawson
2017	J	`jnl`	Optimization of irrigation scheduling using ant colony algorithms and an advanced cropping system model. Environ. Model. Softw. Duc Cong Hiep Nguyen, James C. Ascough II, Holger R. Maier, Graeme C. Dandy, Allan A. Andales
2017	J	`jnl`	Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions. Environ. Model. Softw. 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
2017	J	`jnl`	Robust optimization of water infrastructure planning under deep uncertainty using metamodels. Environ. Model. Softw. Eva H. Y. Beh, Feifei Zheng, Graeme C. Dandy, Holger R. Maier, Zoran Kapelan
2016	J	`jnl`	A modified Sobol′ sensitivity analysis method for decision-making in environmental problems. Environ. Model. Softw. Arman Ganji, Holger R. Maier, Graeme C. Dandy
2016	J	`jnl`	An R package for modelling actual, potential and reference evapotranspiration. Environ. Model. Softw. Danlu Guo, Seth Westra, Holger R. Maier
2016	J	`jnl`	An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together? Environ. Model. Softw. Holger R. Maier, Joseph H. A. Guillaume, Hedwig van Delden, Graeme A. Riddell, Marjolijn Haasnoot, Jan H. Kwakkel
2016	J	`jnl`	Best practices for conceptual modelling in environmental planning and management. Environ. Model. Softw. Robert M. Argent, Richard S. Sojda, Carlo Giupponi, Brian S. McIntosh, Alexey A. Voinov, Holger R. Maier
2016	J	`jnl`	Framework for computationally efficient optimal crop and water allocation using ant colony optimization. Environ. Model. Softw. Duc Cong Hiep Nguyen, Holger R. Maier, Graeme C. Dandy, James C. Ascough II
2016	J	`jnl`	Including stakeholder input in formulating and solving real-world optimisation problems: Generic framework and case study. Environ. Model. Softw. Wenyan Wu, Holger R. Maier, Graeme C. Dandy, Rosemary Leonard, Kathryn Bellette, Susan M. Cuddy, Shiroma Maheepala
2015	J	`jnl`	A computational software tool for the minimization of costs and greenhouse gas emissions associated with water distribution systems. Environ. Model. Softw. Christopher S. Stokes, Angus R. Simpson, Holger R. Maier
2015	J	`jnl`	A systematic approach to determining metamodel scope for risk-based optimization and its application to water distribution system design. Environ. Model. Softw. Darren R. Broad, Graeme C. Dandy, Holger R. Maier
2015	J	`jnl`	Assessment of the internal dynamics of the Australian Water Balance Model under different calibration regimes. Environ. Model. Softw. Li Li, Martin F. Lambert, Holger R. Maier, Daniel Partington, Craig T. Simmons
2015	J	`jnl`	Improved PMI-based input variable selection approach for artificial neural network and other data driven environmental and water resource models. Environ. Model. Softw. Xuyuan Li, Holger R. Maier, Aaron C. Zecchin
2015	J	`jnl`	Improved genetic algorithm optimization of water distribution system design by incorporating domain knowledge. Environ. Model. Softw. Weiwei Bi, Graeme C. Dandy, Holger R. Maier
2015	J	`jnl`	Improving partial mutual information-based input variable selection by consideration of boundary issues associated with bandwidth estimation. Environ. Model. Softw. Xuyuan Li, Aaron C. Zecchin, Holger R. Maier
2015	J	`jnl`	Integrating modelling and smart sensors for environmental and human health. Environ. Model. Softw. 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
2015	J	`jnl`	Scenario driven optimal sequencing under deep uncertainty. Environ. Model. Softw. Eva H. Y. Beh, Holger R. Maier, Graeme C. Dandy
2015	J	`jnl`	Thematic issue on Evolutionary Algorithms in Water Resources. Environ. Model. Softw. Holger R. Maier, Zoran Kapelan, Joseph R. Kasprzyk, L. Shawn Matott
2015	J	`jnl`	Using characteristics of the optimisation problem to determine the Genetic Algorithm population size when the number of evaluations is limited. Environ. Model. Softw. Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy
2014	J	`jnl`	An evaluation framework for input variable selection algorithms for environmental data-driven models. Environ. Model. Softw. Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs
2014	J	`jnl`	Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions. Environ. Model. Softw. 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, Dimitri 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
2014	J	`jnl`	Integrated framework for assessing urban water supply security of systems with non-traditional sources under climate change. Environ. Model. Softw. Fiona L. Paton, Graeme C. Dandy, Holger R. Maier
2014	J	`jnl`	Optimal sequencing of water supply options at the regional scale incorporating alternative water supply sources and multiple objectives. Environ. Model. Softw. Eva H. Y. Beh, Graeme C. Dandy, Holger R. Maier, Fiona L. Paton
2014	J	`jnl`	Performance assessment and improvement of recursive digital baseflow filters for catchments with different physical characteristics and hydrological inputs. Environ. Model. Softw. Li Li, Holger R. Maier, Daniel Partington, Martin F. Lambert, Craig T. Simmons
2014	J	`jnl`	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. Wenyan Wu, Graeme C. Dandy, Holger R. Maier
2014	J	`jnl`	Selection of smoothing parameter estimators for general regression neural networks - Applications to hydrological and water resources modelling. Environ. Model. Softw. Xuyuan Li, Aaron C. Zecchin, Holger R. Maier
2013	J	`jnl`	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. Li Li, Holger R. Maier, Martin F. Lambert, Craig T. Simmons, Daniel Partington
2013	J	`jnl`	Selecting among five common modelling approaches for integrated environmental assessment and management. Environ. Model. Softw. 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
2013	J	`jnl`	What constitutes a good literature review and why does its quality matter? Environ. Model. Softw. Holger R. Maier
2012	J	`jnl`	A generic framework for regression regionalization in ungauged catchments. Environ. Model. Softw. Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy
2011	J	`jnl`	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. Daniel Partington, Philip Brunner, Craig T. Simmons, René Therrien, A. D. Werner, Graeme C. Dandy, Holger R. Maier
2010	J	`jnl`	Data splitting for artificial neural networks using SOM-based stratified sampling. Neural Networks Robert J. May, Holger R. Maier, Graeme C. Dandy
2010	J	`jnl`	Management Option Rank Equivalence (MORE) - A new method of sensitivity analysis for decision-making. Environ. Model. Softw. Jakin K. Ravalico, Graeme C. Dandy, Holger R. Maier
2010	J	`jnl`	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. Holger R. Maier, Ashu Jain, Graeme C. Dandy, K. P. Sudheer
2009	J	`jnl`	Recent Advances and Future Challenges for Artificial Neural Systems in Geotechnical Engineering Applications. Adv. Artif. Neural Syst. Mohamed A. Shahin, Mark B. Jaksa, Holger R. Maier
2009	J	`jnl`	Sensitivity analysis for decision-making using the MORE method - A Pareto approach. Reliab. Eng. Syst. Saf. Jakin K. Ravalico, Holger R. Maier, Graeme C. Dandy
2008	J	`jnl`	A genetic algorithm calibration method based on convergence due to genetic drift. Inf. Sci. Matthew S. Gibbs, Graeme C. Dandy, Holger R. Maier
2008	J	`jnl`	Ant colony optimization for power plant maintenance scheduling optimization - a five-station hydropower system. Ann. Oper. Res. Wai-Kuan Foong, Angus R. Simpson, Holger R. Maier, Stephen Stolp
2008	J	`jnl`	Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems. Environ. Model. Softw. Robert J. May, Graeme C. Dandy, Holger R. Maier, John B. Nixon
2008	J	`jnl`	Non-linear variable selection for artificial neural networks using partial mutual information. Environ. Model. Softw. Robert J. May, Holger R. Maier, Graeme C. Dandy, T. M. K. Gayani Fernando
2006	J	`jnl`	A probabilistic method for assisting knowledge extraction from artificial neural networks used for hydrological prediction. Math. Comput. Model. Greer B. Kingston, Holger R. Maier, Martin F. Lambert
2006	J	`jnl`	Application of natural computing (computational intelligence) methods to water resources and environmental modelling. Math. Comput. Model. Holger R. Maier
2006	J	`jnl`	Application of two ant colony optimisation algorithms to water distribution system optimisation. Math. Comput. Model. Aaron C. Zecchin, Angus R. Simpson, Holger R. Maier, Michael Leonard, Andrew J. Roberts, Matthew J. Berrisford
2006	B	`conf`	Critical Values of a Kernel Density-based Mutual Information Estimator. IJCNN Robert J. May, Graeme C. Dandy, Holger R. Maier, T. M. K. Fernando
2006	J	`jnl`	Distance-based and stochastic uncertainty analysis for multi-criteria decision analysis in Excel using Visual Basic for Applications. Environ. Model. Softw. K. M. Hyde, Holger R. Maier
2006	B	`conf`	Forecasting Cyanobacteria with Bayesian and Deterministic Artificial Neural Networks. IJCNN Greer B. Kingston, Holger R. Maier, Martin F. Lambert
2006	J	`jnl`	Forecasting chlorine residuals in a water distribution system using a general regression neural network. Math. Comput. Model. Gavin J. Bowden, John B. Nixon, Graeme C. Dandy, Holger R. Maier, Mike Holmes
2006	B	`conf`	Improving Metamodel-based Optimization of Water Distribution Systems with Local Search. IEEE Congress on Evolutionary Computation Darren R. Broad, Graeme C. Dandy, Holger R. Maier, John B. Nixon
2006	J	`jnl`	Investigation into the relationship between chlorine decay and water distribution parameters using data driven methods. Math. Comput. Model. Matthew S. Gibbs, Nicolas Morgan, Holger R. Maier, Graeme C. Dandy, John B. Nixon, Mike Holmes
2006	B	`conf`	Minimum Number of Generations Required for Convergence of Genetic Algorithms. IEEE Congress on Evolutionary Computation Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy, John B. Nixon
2006	J	`jnl`	Optimising the mutual information of ecological data clusters using evolutionary algorithms. Math. Comput. Model. Holger R. Maier, Aaron C. Zecchin, L. Radbone, P. Goonan
2005	B	`conf`	A comparative study of artificial neural network techniques for river stage forecasting. IJCNN Christian W. Dawson, Linda M. See, Robert J. Abrahart, Robert L. Wilby, Asaad Y. Shamseldin, François Anctil, Ahmed Nabil Belbachir, Gavin J. Bowden, Graeme C. Dandy, Nicolas Lauzon, Holger R. Maier
2005	A	`conf`	Ant colony optimization for power plant maintenance scheduling optimization. GECCO Wai-Kuan Foong, Holger R. Maier, Angus R. Simpson
2005	—	`conf`	Ant colony optimization for power plant maintenance scheduling optimization. GECCO Workshops Wai-Kuan Foong, Holger R. Maier, Angus R. Simpson
2005	J	`jnl`	Parametric study for an ant algorithm applied to water distribution system optimization. IEEE Trans. Evol. Comput. Aaron C. Zecchin, Angus R. Simpson, Holger R. Maier, John B. Nixon
2004	J	`jnl`	Use of artificial neural networks for predicting optimal alum doses and treated water quality parameters. Environ. Model. Softw. Holger R. Maier, Nicolas Morgan, Christopher W. K. Chow
2000	J	`jnl`	Neural networks for the prediction and forecasting of water resource variables: a review of modelling issues and applications. Environ. Model. Softw. Holger R. Maier, Graeme C. Dandy