Holger R. Maier

According to our database, Holger R. Maier authored at least 80 papers between 2000 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

An R package to partition observation data used for model development and evaluation to achieve model generalizability.

Yiran Ji, Feifei Zheng, Jinhua Wen, Qifeng Li, Junyi Chen, Holger R. Maier, Hoshin V. Gupta

Environ. Model. Softw., 2025

2024

Framework for considering the interactions between climate change, socio-economic development and land use planning in the assessment of future flood risk.

Eike M. Hamers, Holger R. Maier, Aaron C. Zecchin, Hedwig van Delden

Environ. Model. Softw., January, 2024

2023

Beyond engineering: A review of reservoir management through the lens of wickedness, competing objectives and uncertainty.

Wenyan Wu, Leila Eamen, Graeme C. Dandy, Saman Razavi, George Kuczera, Holger R. Maier

Environ. Model. Softw., September, 2023

On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization.

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

Environ. Model. Softw., September, 2023

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting.

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

Environ. Model. Softw., September, 2023

TALKS: A systematic framework for resolving model-data discrepancies.

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

Environ. Model. Softw., May, 2023

Improved selection strategy for multi-objective evolutionary algorithms with application to water distribution optimization problems.

Peng Wang, Aaron C. Zecchin, Holger R. Maier

Comput. Aided Civ. Infrastructure Eng., 2023

2022

Identification of metrics suitable for determining the features of real-world optimisation problems.

S. Zhu, Holger R. Maier, Aaron C. Zecchin

Environ. Model. Softw., 2022

2021

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.

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

Environ. Model. Softw., 2021

Guidance framework and software for understanding and achieving system robustness.

Cameron McPhail, Holger R. Maier, Seth Westra, Leon van der Linden, Jan H. Kwakkel

Environ. Model. Softw., 2021

Identifying critical climate conditions for use in scenario-neutral climate impact assessments.

Sam Culley, Holger R. Maier, Seth Westra, Bree Bennett

Environ. Model. Softw., 2021

A modelling framework and R-package for evaluating system performance under hydroclimate variability and change.

Bree Bennett, Anjana Devanand, Sam Culley, Seth Westra, Danlu Guo, Holger R. Maier

Environ. Model. Softw., 2021

2020

A hybrid (semi) automatic calibration method for Cellular Automata land-use models: Combining evolutionary algorithms with process understanding.

Charles Peter Newland, Hedwig van Delden, Aaron C. Zecchin, Jeffrey P. Newman, Holger R. Maier

Environ. Model. Softw., 2020

An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty.

Federico Giudici, Andrea Castelletti, Matteo Giuliani, Holger R. Maier

Environ. Model. Softw., 2020

2019

Many-objective portfolio optimization approach for stormwater management project selection encouraging decision maker buy-in.

Michael Di Matteo, Holger R. Maier, Graeme C. Dandy

Environ. Model. Softw., 2019

Controlling rainwater storage as a system: An opportunity to reduce urban flood peaks for rare, long duration storms.

Michael Di Matteo, Ruijie Liang, Holger R. Maier, Mark A. Thyer, Angus R. Simpson, Graeme C. Dandy, Ben Ernst

Environ. Model. Softw., 2019

Introductory overview: Optimization using evolutionary algorithms and other metaheuristics.

Holger R. Maier, Saman Razavi, Zoran Kapelan, L. Shawn Matott, Joseph R. Kasprzyk, Bryan A. Tolson

Environ. Model. Softw., 2019

An integrated framework for selecting and evaluating the performance of stormwater harvesting options to supplement existing water supply systems.

Graeme C. Dandy, Angela Marchi, Holger R. Maier, John Kandulu, Darla Hatton MacDonald, Arman Ganji

Environ. Model. Softw., 2019

2018

Empirically derived method and software for semi-automatic calibration of Cellular Automata land-use models.

Charles Peter Newland, Aaron C. Zecchin, Holger R. Maier, Jeffrey P. Newman, Hedwig van Delden

Environ. Model. Softw., 2018

Multi-objective optimisation framework for calibration of Cellular Automata land-use models.

Charles Peter Newland, Holger R. Maier, Aaron C. Zecchin, Jeffrey P. Newman, Hedwig van Delden

Environ. Model. Softw., 2018

2017

An Adaptive Convergence-Trajectory Controlled Ant Colony Optimization Algorithm With Application to Water Distribution System Design Problems.

Feifei Zheng, Aaron C. Zecchin, Jeffery P. Newman, Holger R. Maier, Graeme C. Dandy

IEEE Trans. Evol. Comput., 2017

Optimization of irrigation scheduling using ant colony algorithms and an advanced cropping system model.

Duc Cong Hiep Nguyen, James C. Ascough II, Holger R. Maier, Graeme C. Dandy, Allan A. Andales

Environ. Model. Softw., 2017

Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions.

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

Environ. Model. Softw., 2017

A multi-stakeholder portfolio optimization framework applied to stormwater best management practice (BMP) selection.

Michael Di Matteo, Graeme C. Dandy, Holger R. Maier

Environ. Model. Softw., 2017

Improved validation framework and R-package for artificial neural network models.

Greer B. Humphrey, Holger R. Maier, Wenyan Wu, Nick J. Mount, Graeme C. Dandy, Robert J. Abrahart, Christian W. Dawson

Environ. Model. Softw., 2017

A tribute in memory of Dr. James (Jim) C. Ascough II.

Tim R. Green, Olaf David, Holger R. Maier

Environ. Model. Softw., 2017

Framework for minimising the impact of regional shocks on global food security using multi-objective ant colony optimisation.

Peter Golding, Sam Kapadia, Stella Naylor, Jonathan Schulz, Holger R. Maier, Upmanu Lall, Marijn Van der Velde

Environ. Model. Softw., 2017

Robust optimization of water infrastructure planning under deep uncertainty using metamodels.

Eva H. Y. Beh, Feifei Zheng, Graeme C. Dandy, Holger R. Maier, Zoran Kapelan

Environ. Model. Softw., 2017

2016

Including stakeholder input in formulating and solving real-world optimisation problems: Generic framework and case study.

Wenyan Wu, Holger R. Maier, Graeme C. Dandy, Rosemary Leonard, Kathryn Bellette, Susan M. Cuddy, Shiroma Maheepala

Environ. Model. Softw., 2016

Framework for computationally efficient optimal crop and water allocation using ant colony optimization.

Duc Cong Hiep Nguyen, Holger R. Maier, Graeme C. Dandy, James C. Ascough II

Environ. Model. Softw., 2016

An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together?

Holger R. Maier, Joseph H. A. Guillaume, Hedwig van Delden, Graeme A. Riddell, Marjolijn Haasnoot, Jan H. Kwakkel

Environ. Model. Softw., 2016

An R package for modelling actual, potential and reference evapotranspiration.

Danlu Guo, Seth Westra, Holger R. Maier

Environ. Model. Softw., 2016

A modified Sobol′ sensitivity analysis method for decision-making in environmental problems.

Arman Ganji, Holger R. Maier, Graeme C. Dandy

Environ. Model. Softw., 2016

Best practices for conceptual modelling in environmental planning and management.

Robert M. Argent, Richard S. Sojda, Carlo Giupponi, Brian S. McIntosh, Alexey A. Voinov, Holger R. Maier

Environ. Model. Softw., 2016

2015

A computational software tool for the minimization of costs and greenhouse gas emissions associated with water distribution systems.

Christopher S. Stokes, Angus R. Simpson, Holger R. Maier

Environ. Model. Softw., 2015

Integrating modelling and smart sensors for environmental and human health.

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

Environ. Model. Softw., 2015

Thematic issue on Evolutionary Algorithms in Water Resources.

Holger R. Maier, Zoran Kapelan, Joseph R. Kasprzyk, L. Shawn Matott

Environ. Model. Softw., 2015

Improving partial mutual information-based input variable selection by consideration of boundary issues associated with bandwidth estimation.

Xuyuan Li, Aaron C. Zecchin, Holger R. Maier

Environ. Model. Softw., 2015

Improved PMI-based input variable selection approach for artificial neural network and other data driven environmental and water resource models.

Xuyuan Li, Holger R. Maier, Aaron C. Zecchin

Environ. Model. Softw., 2015

Assessment of the internal dynamics of the Australian Water Balance Model under different calibration regimes.

Li Li, Martin F. Lambert, Holger R. Maier, Daniel Partington, Craig T. Simmons

Environ. Model. Softw., 2015

Using characteristics of the optimisation problem to determine the Genetic Algorithm population size when the number of evaluations is limited.

Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy

Environ. Model. Softw., 2015

A systematic approach to determining metamodel scope for risk-based optimization and its application to water distribution system design.

Darren R. Broad, Graeme C. Dandy, Holger R. Maier

Environ. Model. Softw., 2015

Improved genetic algorithm optimization of water distribution system design by incorporating domain knowledge.

Weiwei Bi, Graeme C. Dandy, Holger R. Maier

Environ. Model. Softw., 2015

Scenario driven optimal sequencing under deep uncertainty.

Eva H. Y. Beh, Holger R. Maier, Graeme C. Dandy

Environ. Model. Softw., 2015

2014

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.

Wenyan Wu, Graeme C. Dandy, Holger R. Maier

Environ. Model. Softw., 2014

Integrated framework for assessing urban water supply security of systems with non-traditional sources under climate change.

Fiona L. Paton, Graeme C. Dandy, Holger R. Maier

Environ. Model. Softw., 2014

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.

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

Environ. Model. Softw., 2014

Selection of smoothing parameter estimators for general regression neural networks - Applications to hydrological and water resources modelling.

Xuyuan Li, Aaron C. Zecchin, Holger R. Maier

Environ. Model. Softw., 2014

Performance assessment and improvement of recursive digital baseflow filters for catchments with different physical characteristics and hydrological inputs.

Li Li, Holger R. Maier, Daniel Partington, Martin F. Lambert, Craig T. Simmons

Environ. Model. Softw., 2014

An evaluation framework for input variable selection algorithms for environmental data-driven models.

Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs

Environ. Model. Softw., 2014

Optimal sequencing of water supply options at the regional scale incorporating alternative water supply sources and multiple objectives.

Eva H. Y. Beh, Graeme C. Dandy, Holger R. Maier, Fiona L. Paton

Environ. Model. Softw., 2014

2013

What constitutes a good literature review and why does its quality matter?

Holger R. Maier

Environ. Model. Softw., 2013

Framework for assessing and improving the performance of recursive digital filters for baseflow estimation with application to the Lyne and Hollick filter.

Li Li, Holger R. Maier, Martin F. Lambert, Craig T. Simmons, Daniel Partington

Environ. Model. Softw., 2013

Selecting among five common modelling approaches for integrated environmental assessment and management.

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

Environ. Model. Softw., 2013

2012

A generic framework for regression regionalization in ungauged catchments.

Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy

Environ. Model. Softw., 2012

2011

A hydraulic mixing-cell method to quantify the groundwater component of streamflow within spatially distributed fully integrated surface water-groundwater flow models.

Daniel Partington, Philip Brunner, Craig T. Simmons, René Therrien, A. D. Werner, Graeme C. Dandy, Holger R. Maier

Environ. Model. Softw., 2011

2010

Data splitting for artificial neural networks using SOM-based stratified sampling.

Robert J. May, Holger R. Maier, Graeme C. Dandy

Neural Networks, 2010

Management Option Rank Equivalence (MORE) - A new method of sensitivity analysis for decision-making.

Jakin K. Ravalico, Graeme C. Dandy, Holger R. Maier

Environ. Model. Softw., 2010

Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions.

Holger R. Maier, Ashu Jain, Graeme C. Dandy, K. P. Sudheer

Environ. Model. Softw., 2010

2009

Sensitivity analysis for decision-making using the MORE method - A Pareto approach.

Jakin K. Ravalico, Holger R. Maier, Graeme C. Dandy

Reliab. Eng. Syst. Saf., 2009

Recent Advances and Future Challenges for Artificial Neural Systems in Geotechnical Engineering Applications.

Mohamed A. Shahin, Mark B. Jaksa, Holger R. Maier

Adv. Artif. Neural Syst., 2009

2008

A genetic algorithm calibration method based on convergence due to genetic drift.

Matthew S. Gibbs, Graeme C. Dandy, Holger R. Maier

Inf. Sci., 2008

Non-linear variable selection for artificial neural networks using partial mutual information.

Robert J. May, Holger R. Maier, Graeme C. Dandy, T. M. K. Gayani Fernando

Environ. Model. Softw., 2008

Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems.

Robert J. May, Graeme C. Dandy, Holger R. Maier, John B. Nixon

Environ. Model. Softw., 2008

Ant colony optimization for power plant maintenance scheduling optimization - a five-station hydropower system.

Wai-Kuan Foong, Angus R. Simpson, Holger R. Maier, Stephen Stolp

Ann. Oper. Res., 2008

2006

Application of two ant colony optimisation algorithms to water distribution system optimisation.

Aaron C. Zecchin, Angus R. Simpson, Holger R. Maier, Michael Leonard, Andrew J. Roberts, Matthew J. Berrisford

Math. Comput. Model., 2006

Optimising the mutual information of ecological data clusters using evolutionary algorithms.

Holger R. Maier, Aaron C. Zecchin, L. Radbone, P. Goonan

Math. Comput. Model., 2006

Application of natural computing (computational intelligence) methods to water resources and environmental modelling.

Holger R. Maier

Math. Comput. Model., 2006

A probabilistic method for assisting knowledge extraction from artificial neural networks used for hydrological prediction.

Greer B. Kingston, Holger R. Maier, Martin F. Lambert

Math. Comput. Model., 2006

Investigation into the relationship between chlorine decay and water distribution parameters using data driven methods.

Matthew S. Gibbs, Nicolas Morgan, Holger R. Maier, Graeme C. Dandy, John B. Nixon, Mike Holmes

Math. Comput. Model., 2006

Forecasting chlorine residuals in a water distribution system using a general regression neural network.

Gavin J. Bowden, John B. Nixon, Graeme C. Dandy, Holger R. Maier, Mike Holmes

Math. Comput. Model., 2006

Distance-based and stochastic uncertainty analysis for multi-criteria decision analysis in Excel using Visual Basic for Applications.

K. M. Hyde, Holger R. Maier

Environ. Model. Softw., 2006

Critical Values of a Kernel Density-based Mutual Information Estimator.

Robert J. May, Graeme C. Dandy, Holger R. Maier, T. M. K. Fernando

Proceedings of the International Joint Conference on Neural Networks, 2006

Forecasting Cyanobacteria with Bayesian and Deterministic Artificial Neural Networks.

Greer B. Kingston, Holger R. Maier, Martin F. Lambert

Proceedings of the International Joint Conference on Neural Networks, 2006

Minimum Number of Generations Required for Convergence of Genetic Algorithms.

Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy, John B. Nixon

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Improving Metamodel-based Optimization of Water Distribution Systems with Local Search.

Darren R. Broad, Graeme C. Dandy, Holger R. Maier, John B. Nixon

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Parametric study for an ant algorithm applied to water distribution system optimization.

Aaron C. Zecchin, Angus R. Simpson, Holger R. Maier, John B. Nixon

IEEE Trans. Evol. Comput., 2005

Ant colony optimization for power plant maintenance scheduling optimization.

Wai-Kuan Foong, Holger R. Maier, Angus R. Simpson

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004

Use of artificial neural networks for predicting optimal alum doses and treated water quality parameters.

Holger R. Maier, Nicolas Morgan, Christopher W. K. Chow

Environ. Model. Softw., 2004

2000

Neural networks for the prediction and forecasting of water resource variables: a review of modelling issues and applications.

Holger R. Maier, Graeme C. Dandy

Environ. Model. Softw., 2000