Holger R. Maier

Affiliations:
  • University of Adelaide, Australia


According to our database1, Holger R. Maier authored at least 73 papers between 2000 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2022
Identification of metrics suitable for determining the features of real-world optimisation problems.
Environ. Model. Softw., 2022

2021
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.
Environ. Model. Softw., 2021

Guidance framework and software for understanding and achieving system robustness.
Environ. Model. Softw., 2021

Identifying critical climate conditions for use in scenario-neutral climate impact assessments.
Environ. Model. Softw., 2021

A modelling framework and R-package for evaluating system performance under hydroclimate variability and change.
Environ. Model. Softw., 2021

2020
A hybrid (semi) automatic calibration method for Cellular Automata land-use models: Combining evolutionary algorithms with process understanding.
Environ. Model. Softw., 2020

An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty.
Environ. Model. Softw., 2020

2019
Many-objective portfolio optimization approach for stormwater management project selection encouraging decision maker buy-in.
Environ. Model. Softw., 2019

Controlling rainwater storage as a system: An opportunity to reduce urban flood peaks for rare, long duration storms.
Environ. Model. Softw., 2019

Introductory overview: Optimization using evolutionary algorithms and other metaheuristics.
Environ. Model. Softw., 2019

An integrated framework for selecting and evaluating the performance of stormwater harvesting options to supplement existing water supply systems.
Environ. Model. Softw., 2019

2018
Empirically derived method and software for semi-automatic calibration of Cellular Automata land-use models.
Environ. Model. Softw., 2018

Multi-objective optimisation framework for calibration of Cellular Automata land-use models.
Environ. Model. Softw., 2018

2017
An Adaptive Convergence-Trajectory Controlled Ant Colony Optimization Algorithm With Application to Water Distribution System Design Problems.
IEEE Trans. Evol. Comput., 2017

Optimization of irrigation scheduling using ant colony algorithms and an advanced cropping system model.
Environ. Model. Softw., 2017

Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions.
Environ. Model. Softw., 2017

A multi-stakeholder portfolio optimization framework applied to stormwater best management practice (BMP) selection.
Environ. Model. Softw., 2017

Improved validation framework and R-package for artificial neural network models.
Environ. Model. Softw., 2017

A tribute in memory of Dr. James (Jim) C. Ascough II.
Environ. Model. Softw., 2017

Framework for minimising the impact of regional shocks on global food security using multi-objective ant colony optimisation.
Environ. Model. Softw., 2017

Robust optimization of water infrastructure planning under deep uncertainty using metamodels.
Environ. Model. Softw., 2017

2016
Including stakeholder input in formulating and solving real-world optimisation problems: Generic framework and case study.
Environ. Model. Softw., 2016

Framework for computationally efficient optimal crop and water allocation using ant colony optimization.
Environ. Model. Softw., 2016

An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together?
Environ. Model. Softw., 2016

An R package for modelling actual, potential and reference evapotranspiration.
Environ. Model. Softw., 2016

A modified Sobol′ sensitivity analysis method for decision-making in environmental problems.
Environ. Model. Softw., 2016

Best practices for conceptual modelling in environmental planning and management.
Environ. Model. Softw., 2016

2015
A computational software tool for the minimization of costs and greenhouse gas emissions associated with water distribution systems.
Environ. Model. Softw., 2015

Integrating modelling and smart sensors for environmental and human health.
Environ. Model. Softw., 2015

Thematic issue on Evolutionary Algorithms in Water Resources.
Environ. Model. Softw., 2015

Improving partial mutual information-based input variable selection by consideration of boundary issues associated with bandwidth estimation.
Environ. Model. Softw., 2015

Improved PMI-based input variable selection approach for artificial neural network and other data driven environmental and water resource models.
Environ. Model. Softw., 2015

Assessment of the internal dynamics of the Australian Water Balance Model under different calibration regimes.
Environ. Model. Softw., 2015

Using characteristics of the optimisation problem to determine the Genetic Algorithm population size when the number of evaluations is limited.
Environ. Model. Softw., 2015

A systematic approach to determining metamodel scope for risk-based optimization and its application to water distribution system design.
Environ. Model. Softw., 2015

Improved genetic algorithm optimization of water distribution system design by incorporating domain knowledge.
Environ. Model. Softw., 2015

Scenario driven optimal sequencing under deep uncertainty.
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.
Environ. Model. Softw., 2014

Integrated framework for assessing urban water supply security of systems with non-traditional sources under climate change.
Environ. Model. Softw., 2014

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.
Environ. Model. Softw., 2014

Selection of smoothing parameter estimators for general regression neural networks - Applications to hydrological and water resources modelling.
Environ. Model. Softw., 2014

Performance assessment and improvement of recursive digital baseflow filters for catchments with different physical characteristics and hydrological inputs.
Environ. Model. Softw., 2014

An evaluation framework for input variable selection algorithms for environmental data-driven models.
Environ. Model. Softw., 2014

Optimal sequencing of water supply options at the regional scale incorporating alternative water supply sources and multiple objectives.
Environ. Model. Softw., 2014

2013
What constitutes a good literature review and why does its quality matter?
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.
Environ. Model. Softw., 2013

Selecting among five common modelling approaches for integrated environmental assessment and management.
Environ. Model. Softw., 2013

2012
A generic framework for regression regionalization in ungauged catchments.
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.
Environ. Model. Softw., 2011

2010
Data splitting for artificial neural networks using SOM-based stratified sampling.
Neural Networks, 2010

Management Option Rank Equivalence (MORE) - A new method of sensitivity analysis for decision-making.
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.
Environ. Model. Softw., 2010

2009
Sensitivity analysis for decision-making using the MORE method - A Pareto approach.
Reliab. Eng. Syst. Saf., 2009

Recent Advances and Future Challenges for Artificial Neural Systems in Geotechnical Engineering Applications.
Adv. Artif. Neural Syst., 2009

2008
A genetic algorithm calibration method based on convergence due to genetic drift.
Inf. Sci., 2008

Non-linear variable selection for artificial neural networks using partial mutual information.
Environ. Model. Softw., 2008

Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems.
Environ. Model. Softw., 2008

Ant colony optimization for power plant maintenance scheduling optimization - a five-station hydropower system.
Ann. Oper. Res., 2008

2006
Application of two ant colony optimisation algorithms to water distribution system optimisation.
Math. Comput. Model., 2006

Optimising the mutual information of ecological data clusters using evolutionary algorithms.
Math. Comput. Model., 2006

Application of natural computing (computational intelligence) methods to water resources and environmental modelling.
Math. Comput. Model., 2006

A probabilistic method for assisting knowledge extraction from artificial neural networks used for hydrological prediction.
Math. Comput. Model., 2006

Investigation into the relationship between chlorine decay and water distribution parameters using data driven methods.
Math. Comput. Model., 2006

Forecasting chlorine residuals in a water distribution system using a general regression neural network.
Math. Comput. Model., 2006

Distance-based and stochastic uncertainty analysis for multi-criteria decision analysis in Excel using Visual Basic for Applications.
Environ. Model. Softw., 2006

Critical Values of a Kernel Density-based Mutual Information Estimator.
Proceedings of the International Joint Conference on Neural Networks, 2006

Forecasting Cyanobacteria with Bayesian and Deterministic Artificial Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2006

Minimum Number of Generations Required for Convergence of Genetic Algorithms.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Improving Metamodel-based Optimization of Water Distribution Systems with Local Search.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Parametric study for an ant algorithm applied to water distribution system optimization.
IEEE Trans. Evol. Comput., 2005

Ant colony optimization for power plant maintenance scheduling optimization.
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.
Environ. Model. Softw., 2004

2000
Neural networks for the prediction and forecasting of water resource variables: a review of modelling issues and applications.
Environ. Model. Softw., 2000


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