Holger R. Maier

发表

Avi Ostfeld, Russell Bent, Wenyan Wu, 2014 .

RAINFALL RUNOFF MODELLING USING NEURAL NETWORKS: STATE-OF-THE-ART AND FUTURE RESEARCH NEEDS

K. P. Sudheer, Holger R. Maier, Graeme C. Dandy, 2009 .

Stochastic simulation of settlement prediction of shallow foundations based on a deterministic artificial neural network model

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2005 .

Future research challenges for incorporation of uncertainty in environmental and ecological decision-making

Holger R. Maier, James C. Ascough, J. K. Ravalico, 2008 .

General Regression Neural Networks for Modeling Disinfection Residual in Water Distribution Systems

Holger R. Maier, Graeme C. Dandy, Robert J. May, 2004 .

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

Holger R. Maier, Graeme C. Dandy, Jakin K. Ravalico, 2009, Reliab. Eng. Syst. Saf..

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

Angus R. Simpson, Holger R. Maier, Wai-Kuan Foong, 2008, Ann. Oper. Res..

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

Holger R. Maier, H. Maier, 2006, Math. Comput. Model..

REAL-TIME DEPLOYMENT OF ARTIFICIAL NEURAL

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2012 .

Calibration and validation of neural networks to ensure physically plausible hydrological modeling

Martin F. Lambert, Holger R. Maier, Greer B. Kingston, 2005 .

Minimum Number of Generations Required for Convergence of Genetic Algorithms

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2006, 2006 IEEE International Conference on Evolutionary Computation.

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

Aaron C. Zecchin, Holger R. Maier, Hedwig van Delden, 2020, Environ. Model. Softw..

Optimising the mutual information of ecological data clusters using evolutionary algorithms

Aaron C. Zecchin, Holger R. Maier, L. Radbone, 2006, Math. Comput. Model..

Critical Values of a Kernel Density-based Mutual Information Estimator

Holger R. Maier, Graeme C. Dandy, Robert J. May, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

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

Li Li, Martin F. Lambert, Holger R. Maier, 2015, Environ. Model. Softw..

Case Study Based Convergence Behaviour Analysis of ACO Applied to Optimal Design of Water Distribution Systems

Angus R. Simpson, Aaron C. Zecchin, Holger R. Maier, 2007 .

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

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2009, Adv. Artif. Neural Syst..

Determination of Practical Genetic Algorithm Parameter Settings: Applications to the Operation of Water Distribution Systems

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2009 .

Determining Inputs for Neural Network Models of Multivariate Time Series

Holger R. Maier, Graeme C. Dandy, H. Maier, 1997 .

Forecasting Cyanobacteria with Bayesian and Deterministic Artificial Neural Networks

Martin F. Lambert, Holger R. Maier, Greer B. Kingston, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

PREDICTING SETTLEMENT OF SHALLOW FOUNDATIONS USING NEURAL NETWORKS

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2002 .

Water Distribution System Optimization Using Metamodels

Holger R. Maier, Graeme C. Dandy, D. R. Broad, 2005 .

A parameter-bounding approach to sensitivity assessment of large simulation models

Holger R. Maier, John Norton, Francis Hock Soon Chiew, 2005 .

Closure to “Predicting Settlement of Shallow Foundations Using Neural Networks” by Mohamed A. Shahin, Holger R. Maier, and Mark B. Jaksa

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2003 .

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

Holger R. Maier, Graeme C. Dandy, René Therrien, 2011, Environ. Model. Softw..

Uncertainty in Environmental Decision Making: Issues, Challenges and Future Directions

Holger R. Maier, James C. Ascough, J. K. Ravalico, 2008 .

A Comparison of Conceptual and Empirical Modelling Methods for Simulation of Catchment Runoff

Martin F. Lambert, Holger R. Maier, Greer B. Kingston, 2003 .

Water distribution system greenhouse gas emissions reduction by considering the use of time-dependent emissions factors

Angus R. Simpson, Holger R. Maier, Christopher S. Stokes, 2012 .

Comparison of genetic algorithm parameter setting methods for chlorine injection optimization.

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2010 .

Assessing Prediction Uncertainty in the BIGMOD Model: A Shuffled Complex Evolution Metropolis Algorithm Approach

Holger R. Maier, Graeme C. Dandy, Barry Croke, 2007 .

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

K. P. Sudheer, Holger R. Maier, Graeme C. Dandy, 2010, Environ. Model. Softw..

Enhancing the policy relevance of exploratory scenarios: Generic approach and application to disaster risk reduction

Aaron C. Zecchin, Holger R. Maier, Hedwig van Delden, 2018 .

Reliability-Based Approach to Multicriteria Decision Analysis for Water Resources

Holger R. Maier, Kylie M. Hyde, C. Colby, 2004 .

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

Holger R. Maier, Graeme C. Dandy, Robert J. May, 2010, Neural Networks.

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

Holger R. Maier, K. M. Hyde, H. Maier, 2006, Environ. Model. Softw..

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

Aaron C. Zecchin, Holger R. Maier, Hedwig van Delden, 2017, Environ. Model. Softw..

Meeting the challenges of engineering education via online roleplay simulations

Holger R. Maier, 2006 .

Student participation in lectures using mobile phones

Holger R. Maier, 2009 .

Use of Artificial Intelligence Techniques for Predicting Irreducible Water Saturation - Australian Hydrocarbon Basins

Holger R. Maier, Hussam Mohammed Goda, Peter Behrenbruch, 2007 .

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

Joseph H. A. Guillaume, Holger R. Maier, Jan H. Kwakkel, 2016, Environ. Model. Softw..

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

Holger R. Maier, Graeme C. Dandy, John B. Nixon, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Estimating Risk Measures for Water Distribution Systems using Metamodels

Holger R. Maier, Graeme C. Dandy, J. B. Nixon, 2005 .

Bayesian training of artificial neural networks used for water resources modeling

Martin F. Lambert, Holger R. Maier, Greer B. Kingston, 2005 .

Robust optimization of water infrastructure planning under deep uncertainty using metamodels

Zoran Kapelan, Holger R. Maier, Graeme C. Dandy, 2017, Environ. Model. Softw..

A method for comparing data splitting approaches for developing hydrological ANN models

Holger R. Maier, Graeme C. Dandy, Wenyan Wu, 2012 .

EPANET Input Files of New York tunnels and Pacific City used in a metamodel-based optimization study

Holger R. Maier, Graeme C. Dandy, D. R. Broad, 2014 .

Neurofuzzy networks applied to settlement of shallow foundations on granular soils

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2003 .

Exploring the impact of data splitting methods on artificial neural network models

Holger R. Maier, Graeme C. Dandy, Wenyan Wu, 2012 .

Input determination for neural network models in water resources applications. Part 2. Case study: forecasting salinity in a river

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2005 .

Efficient selection of inputs for artificial neural network models

Holger R. Maier, Graeme C. Dandy, Robert J. May, 2005 .

Use of Domain Knowledge to Increase the Convergence Rate of Evolutionary Algorithms for Optimizing the Cost and Resilience of Water Distribution Systems

Holger R. Maier, Graeme C. Dandy, Weiwei Bi, 2016 .

Do Existing Multiobjective Evolutionary Algorithms Use a Sufficient Number of Operators? An Empirical Investigation for Water Distribution Design Problems

Peng Wang, Aaron C. Zecchin, Holger R. Maier, 2020, Water Resources Research.

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

Holger R. Maier, Graeme C. Dandy, Michael Di Matteo, 2017, Environ. Model. Softw..

Robust Staged Development of Water Supply Systems

Zoran Kapelan, Holger R. Maier, Graeme C. Dandy, 2014 .

An adaptive ant colony optimization framework for scheduling environmental flow management alternatives under varied environmental water availability conditions

Holger R. Maier, Graeme C. Dandy, Joanna M. Szemis, 2014 .

The cost–greenhouse gas emission nexus for water distribution systems including the consideration of energy generating infrastructure: an integrated conceptual optimization framework and review of literature

Angus R. Simpson, Holger R. Maier, Christopher S. Stokes, 2014 .

Power plant maintenance scheduling using ant colony optimization: an improved formulation

Holger R. Maier, Angus R. Simpson, Wai Kuan Foong, 2008 .

Optimization of WSUD Systems

Holger R. Maier, Graeme C. Dandy, Michael Di Matteo, 2019, Approaches to Water Sensitive Urban Design.

Incorporation of Variable-Speed Pumping in Multiobjective Genetic Algorithm Optimization of the Design of Water Transmission Systems

Wenyan Wu, Holger R. Maier, Angus R. Simpson, 2012 .

Evaluating the benefits of smart stormwater systems: summary of research outcomes

Mark Thyer, Holger R. Maier, M. Di Matteo, 2019 .

Neural and neurofuzzy techniques applied to modelling settlement of shallow foundations on granular soils

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2003 .

ANT COLONY OPTIMIZATION FOR THE DESIGN OF WATER DISTRIBUTION SYSTEMS

Angus R. Simpson, Aaron C. Zecchin, Holger R. Maier, 2001 .

Urban planning capabilities for bushfire: Treatment categories and scenario testing

Ruth Beilin, Holger R. Maier, Hedwig van Delden, 2020 .

Ant colony optimisation of a general regression neural network for forecasting water quality

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2002 .

Developing online roleplay simulations for preparing engineering students for multidisciplinary and international practice

Holger R. Maier, Judi Baron, 2005 .

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

Li Li, Martin F. Lambert, Holger R. Maier, 2014, Environ. Model. Softw..

Anthropocene flooding: Challenges for science and society

Patricia Gober, Holger R. Maier, Saman Razavi, 2020, Hydrological Processes.

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

Holger R. Maier, Graeme C. Dandy, Eva H. Y. Beh, 2014, Environ. Model. Softw..

Integrated Modelling: Construction, Selection, Uncertainty

Anthony J. Jakeman, Holger R. Maier, Rebecca Letcher, 2006 .

Power Plant Maintenance Scheduling Using Ant Colony Optimization

Angus R. Simpson, Holger R. Maier, Wai Kuan Foong, 2007 .

Settlement prediction of shallow foundations on granular soils using B-spline neurofuzzy models

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2003 .

Sensitivity of Optimal Tradeoffs between Cost and Greenhouse Gas Emissions for Water Distribution Systems to Electricity Tariff and Generation

Wenyan Wu, Angus R. Simpson, Holger R. Maier, 2012 .

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

Angus R. Simpson, Aaron C. Zecchin, Holger R. Maier, 2006, Math. Comput. Model..

A bottom‐up approach to identifying the maximum operational adaptive capacity of water resource systems to a changing climate

Andrea Castelletti, Holger R. Maier, Matteo Giuliani, 2016 .

Neural network based modelling of environmental variables: A systematic approach

Holger R. Maier, Graeme C. Dandy, H. Maier, 2001 .

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

Aaron C. Zecchin, Holger R. Maier, Hedwig van Delden, 2018, Environ. Model. Softw..

Adaptive, multiobjective optimal sequencing approach for urban water supply augmentation under deep uncertainty

Holger R. Maier, Graeme C. Dandy, Eva H. Y. Beh, 2015 .

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

Holger R. Maier, Graeme C. Dandy, Weiwei Bi, 2015, Environ. Model. Softw..

A generic framework for regression regionalization in ungauged catchments

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2012, Environ. Model. Softw..

Optimal operation of complex water distribution systems using metamodels.

Holger R. Maier, Graeme C. Dandy, D. R. Broad, 2010 .

Dynamic, multi-objective optimal design and operation of water-energy systems for small, off-grid islands

Andrea Castelletti, Holger R. Maier, Matteo Giuliani, 2019, Applied Energy.

Bayesian artificial neural networks : with applications water resources engineering

Martin F. Lambert, Holger R. Maier, Greer B. Humphrey, 2010 .

Optimal Design of Water Distribution Systems including Water Quality and System Uncertainty

Holger R. Maier, Graeme C. Dandy, J. B. Nixon, 2008 .

Increasing student engagement with graduate attributes

Holger R. Maier, Timothy S. C. Rowan, 2006 .

Ant Colony Optimization Applied to Water Distribution System Design: Comparative Study of Five Algorithms

Angus R. Simpson, Aaron C. Zecchin, Holger R. Maier, 2007 .

Student Attitudes to a Novel Assessment Method in Engineering

Holger R. Maier, Deric J. Oehlers, David J Walker, 2006 .

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

Emanuele Borgonovo, Joseph H. A. Guillaume, Anthony J. Jakeman, 2020, Environ. Model. Softw..

Generating realistic perturbed hydrometeorological time series to inform scenario-neutral climate impact assessments

Holger R. Maier, Bree Bennett, Seth Westra, 2019 .

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

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2008, Inf. Sci..

DATA DIVISION FOR DEVELOPING NEURAL NETWORKS APPLIED TO GEOTECHNICAL ENGINEERING

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2004 .

Robustness metrics: how the quantification of system performance under deep uncertainty influences decision making.

Andrea Castelletti, Holger R. Maier, Jan H. Kwakkel, 2018 .

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

Avi Ostfeld, Andrea Castelletti, Joseph R. Kasprzyk, 2014, Environ. Model. Softw..

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

Holger R. Maier, Graeme C. Dandy, Robert J. May, 2008, Environ. Model. Softw..

Evaluation of enhanced coagulation using artificial neural network modelling - a pilot plant study

Christopher W.K. Chow, Holger R. Maier, N. Morgan, 2003 .

Sustainability Assessment of Housing Developments : A New Methodology L'évaluation de la durabilité des systèmes urbains : une nouvelle méthodologie An article for CABM-HEMA-SMAGET 2005

Holger R. Maier, Katherine A. Daniell, Bernadette A Foley, 2005 .

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

Angus R. Simpson, Holger R. Maier, Christopher S. Stokes, 2015, Environ. Model. Softw..

Calibration and optimization of the pumping and disinfection of a real water supply system.

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2010 .

Data-driven modelling approaches for socio-hydrology: opportunities and challenges within the Panta Rhei Science Plan

Holger R. Maier, Robert J. Abrahart, Nick J. Mount, 2016 .

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

Andrea Castelletti, Holger R. Maier, Matteo Giuliani, 2020, Environ. Model. Softw..

Input determination for neural network models in water resources applications. Part 1—background and methodology

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2005 .

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

Holger R. Maier, Graeme C. Dandy, Arman Ganji, 2016, Environ. Model. Softw..

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

Martin F. Lambert, Holger R. Maier, Greer B. Kingston, 2006, Math. Comput. Model..

A new evaluation framework for input variable selection algorithms used in environmental modelling

Holger R. Maier, Graeme C. Dandy, Stefano Galelli, 2014 .

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

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2006, Math. Comput. Model..

An Evaluation of Methods for the Selection of Inputs for an Artificial Neural Network Based River Model

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2006 .

Applying fitness landscape measures to water distribution optimization problems

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2004 .

Thematic issue on Evolutionary Algorithms in Water Resources

Joseph R. Kasprzyk, Zoran Kapelan, Holger R. Maier, 2015, Environ. Model. Softw..

USE OF ARTIFICIAL INTELLIGENCE TECHNIQUES FOR THE ESTIMATION OF CYANOBACTERIA (BLUE-GREEN ALGAE) CONCENTRATIONS

Holger R. Maier, Barbara J. Lence, N. Lauzon, 2002 .

Improved Ant Colony Optimization for Optimal Crop and Irrigation Water Allocation by Incorporating Domain Knowledge

Holger R. Maier, Graeme C. Dandy, James C. Ascough, 2016 .

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

Aaron C. Zecchin, Holger R. Maier, Xuyuan Li, 2015, Environ. Model. Softw..

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

Holger R. Maier, Graeme C. Dandy, Michael Di Matteo, 2019, Environ. Model. Softw..

Review of Input Variable Selection Methods for Artificial Neural Networks

Holger R. Maier, Graeme C. Dandy, Robert J. May, 2011 .

Robust, Optimal Water Infrastructure Planning Under Deep Uncertainty Using Metamodels

Zoran Kapelan, Holger R. Maier, Graeme C. Dandy, 2015 .

A review of sustainability assessment for housing developments

Holger R. Maier, Katherine A. Daniell, Bernadette A Foley, 2004 .

A Bayesian method to improve the extrapolation ability of ANNs

Martin F. Lambert, Holger R. Maier, Greer B. Humphrey, 2005 .

Forecasting cyanobacterium Anabaena spp. in the River Murray, South Australia, using B-spline neurofuzzy models

Holger R. Maier, Tarek Sayed, Barbara J. Lence, 2001 .

Integrating modelling and smart sensors for environmental and human health

Holger R. Maier, Stefan Reis, Uwe Schlink, 2015, Environ. Model. Softw..

Multiobjective optimization of cluster‐scale urban water systems investigating alternative water sources and level of decentralization

Holger R. Maier, Graeme C. Dandy, Jeffrey P. Newman, 2014 .

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

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2015, Environ. Model. Softw..

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

Angus R. Simpson, Holger R. Maier, Graeme C. Dandy, 2019, Environ. Model. Softw..

Scenario driven optimal sequencing under deep uncertainty

Holger R. Maier, Graeme C. Dandy, Eva H. Y. Beh, 2015, Environ. Model. Softw..

Artificial Neural Network based Settlement Prediction Formula for Shallow Foundations on Granular Soils

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2002 .

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

Aaron C. Zecchin, Holger R. Maier, Graeme C. Dandy, 2017, IEEE Transactions on Evolutionary Computation.

Understanding the behaviour and optimising the performance of back-propagation neural networks: an empirical study

Holger R. Maier, Graeme C. Dandy, 1998 .

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

Holger R. Maier, Graeme C. Dandy, Angela Marchi, 2019, Environ. Model. Softw..

Best practices for conceptual modelling in environmental planning and management

Holger R. Maier, Alexey A. Voinov, Brian S. McIntosh, 2016, Environ. Model. Softw..

Optimal division of data for neural network models in water resources applications

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2002 .

Selection of input variables for data driven models: An average shifted histogram partial mutual information estimator approach

Holger R. Maier, Graeme C. Dandy, T.M.K.G. Fernando, 2009 .

Real‐time deployment of artificial neural network forecasting models: Understanding the range of applicability

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2012 .

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

Holger R. Maier, Graeme C. Dandy, James C. Ascough, 2017, Environ. Model. Softw..

Introductory overview: Optimization using evolutionary algorithms and other metaheuristics

Joseph R. Kasprzyk, Zoran Kapelan, Holger R. Maier, 2019, Environ. Model. Softw..

Ant colony optimization for power plant maintenance scheduling optimization

Angus R. Simpson, Holger R. Maier, Wai-Kuan Foong, 2005, GECCO '05.

The effect of the Australian Carbon Trading Scheme on a large scale open pit mining operation

E. Chanda, Holger R. Maier, F. Ball, 2010 .

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

Holger R. Maier, H. Maier, 2013, Environ. Model. Softw..

How useful are “validated” artificial neural network models for increasing environmental system understanding?

Holger R. Maier, Graeme C. Dandy, Wenyan Wu, 2018 .

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

Holger R. Maier, Graeme C. Dandy, Fiona L. Paton, 2014, Environ. Model. Softw..

A Bayesian approach to artificial neural network model selection

Martin F. Lambert, Holger R. Maier, Greer B. Humphrey, 2005 .

A survey of student attitudes to a sequential assessment method in engineering

Holger R. Maier, Deric J. Oehlers, D. Walker, 2007 .

Multiobjective optimization of water distribution systems accounting for economic cost, hydraulic reliability, and greenhouse gas emissions

Wenyan Wu, Holger R. Maier, Angus R. Simpson, 2013 .

Bayesian model selection applied to artificial neural networks used for water resources modeling

Holger R. Maier, Greer B. Kingston, Martin F. Lambert, 2008 .

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

Aaron C. Zecchin, Holger R. Maier, Hedwig van Delden, 2018, Environ. Model. Softw..

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

Holger R. Maier, Upmanu Lall, Peter Golding, 2017, Environ. Model. Softw..

Hybrid discrete dynamically dimensioned search (HD‐DDS) algorithm for water distribution system design optimization

Aaron C. Zecchin, Holger R. Maier, Bryan A. Tolson, 2009 .

Water Distribution Network Reliability Estimation Using the First-Order Reliability Method

Angus R. Simpson, Holger R. Maier, Bryan A. Tolson, 2001 .

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

Holger R. Maier, Graeme C. Dandy, Robert J. May, 2008, Environ. Model. Softw..

An R package for modelling actual, potential and reference evapotranspiration

Holger R. Maier, Danlu Guo, Seth Westra, 2016, Environ. Model. Softw..

A new algorithm for water distribution system optimization: Discrete dynamically dimensioned search

Aaron C. Zecchin, Holger R. Maier, Bryan A. Tolson, 2008 .

Reducing the carbon footprint from water distribution systems by using a lower discount rate

Wenyan Wu, Angus R. Simpson, Holger R. Maier, 2010 .

Selection of Genetic Algorithm Parameters for Water Distribution System Optimization

Holger R. Maier, Graeme C. Dandy, J. B. Nixon, 2005 .

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

Li Li, Martin F. Lambert, Holger R. Maier, 2013, Environ. Model. Softw..

A Hybrid Just-in-time / Project-based Learning Approach to Engineering Education

Holger R. Maier, 2008 .

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

Holger R. Maier, Graeme C. Dandy, Wenyan Wu, 2016, Environ. Model. Softw..

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

Holger R. Maier, Graeme C. Dandy, Jakin K. Ravalico, 2010, Environ. Model. Softw..

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

Holger R. Maier, Graeme C. Dandy, Wenyan Wu, 2014, Environ. Model. Softw..

The effect of internal parameters and geometry on the performance of back-propagation neural networks: an empirical study

Holger R. Maier, Graeme C. Dandy, H. Maier, 1998 .

Increasing Student Engagement in Online Environments Using Multimedia Flash Presentations

Holger R. Maier, 2008 .

Robustness Metrics: How Are They Calculated, When Should They Be Used and Why Do They Give Different Results?

Andrea Castelletti, Holger R. Maier, Jan H. Kwakkel, 2018 .

A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2016 .

The use of GIS to derive distributed unit hydrographs for streamflow prediction

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2009 .

Neural Network Models for Forecasting Univariate Time Series

Holger R. Maier, Graeme C. Dandy, 1996 .

Ann forecasting of water quality in the chloraminated goldfield and agricultural pipeline system: Constructive input selection

Holger R. Maier, Graeme C. Dandy, Wenyan Wu, 2012 .

Future challenges for artificial neural network modelling in geotechnical engineering

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2008 .

Integrating participation and modelling to support natural hazard mitigation planning

Aaron C. Zecchin, Holger R. Maier, Graeme C. Dandy, 2016 .

Integrated urban system modelling: methodology and case study using multi-agent systems

Holger R. Maier, Katherine A. Daniell, Bernadette A Foley, 2005 .

A framework for using ant colony optimization to schedule environmental flow management alternatives for rivers, wetlands, and floodplains

Holger R. Maier, Graeme C. Dandy, Joanna M. Szemis, 2012 .

State of the Art of Artificial Neural Networks in Geotechnical Engineering

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2008 .

Evolutionary data division methods for developing artificial neural network models in geotechnical engineering

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2000 .

Trade-off analysis between cost and reliability of water distribution systems using genetic algorithms

Angus R. Simpson, Holger R. Maier, Wenyan Wu, 2010 .

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

Holger R. Maier, Graeme C. Dandy, H. Maier, 2000, Environ. Model. Softw..

Genetic Algorithms for Reliability-Based Optimization of Water Distribution Systems

Angus R. Simpson, Holger R. Maier, Bryan A. Tolson, 2004 .

Genetic Algorithm Optimisation of Water Distribution Systems Accounting for Greenhouse Gas Emissions

Wenyan Wu, Angus R. Simpson, Holger R. Maier, 2008 .

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

Holger R. Maier, Graeme C. Dandy, D. R. Broad, 2015, Environ. Model. Softw..

Impact of Starting Position and Searching Mechanism on the Evolutionary Algorithm Convergence Rate

Holger R. Maier, Graeme C. Dandy, Weiwei Bi, 2016 .

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

Holger R. Maier, Christopher W. K. Chow, Nicolas Morgan, 2004, Environ. Model. Softw..

ARTIFICIAL NEURAL NETWORK APPLICATIONS IN GEOTECHNICAL ENGINEERING

Holger R. Maier, Mohamed A. Shahin, Mark B. Jaksa, 2001 .

Ant Colony Optimization for Design of Water Distribution Systems

Angus R. Simpson, Aaron C. Zecchin, Holger R. Maier, 2003 .

Embedding sustainability in civil and environmental engineering courses

Holger R. Maier, Trevor M. Daniell, H. Maier, 2005 .

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

Olaf David, Holger R. Maier, Tim R. Green, 2017, Environ. Model. Softw..

Learn outside the box - reframing the questions by combining scenario-based learning with online role play/simulation

Holger R. Maier, J. Baron, A. Carrington, 2004 .

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

Holger R. Maier, Graeme C. Dandy, James C. Ascough, 2016, Environ. Model. Softw..

A Statistical Input Pruning Method for Artificial Neural Networks Used in Environmental Modelling

Martin F. Lambert, Holger R. Maier, Greer B. Kingston, 2004 .

Data transformation for neural network models in water resources applications

Holger R. Maier, Graeme C. Dandy, Gavin J. Bowden, 2003 .

Effect of storage tank size on the minimization of water distribution system cost and greenhouse gas emissions while considering time-dependent emissions factors

Angus R. Simpson, Holger R. Maier, Christopher S. Stokes, 2016 .

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

Angus R. Simpson, Aaron C. Zecchin, Holger R. Maier, 2005, IEEE Transactions on Evolutionary Computation.

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

Andrea Castelletti, Holger R. Maier, Graeme C. Dandy, 2014, Environ. Model. Softw..

A comparison of sensitivity analysis techniques for complex models for environmental management

Holger R. Maier, J. K. Ravalico, John Norton, 2005 .

Forecasting cyanobacterial concentrations using B-spline networks

Holger R. Maier, Tarek Sayed, Barbara J. Lence, 2000 .

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

Aaron C. Zecchin, Holger R. Maier, Xuyuan Li, 2014, Environ. Model. Softw..

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

Anthony J. Jakeman, Serena H. Hamilton, Holger R. Maier, 2013, Environ. Model. Softw..

Use of a Roleplay / Simulation in Environmental Engineering Education

Holger R. Maier, Robert G. McLaughlan, 2001 .

Ant colony optimization for power plant maintenance scheduling optimization

Angus R. Simpson, Holger R. Maier, Wai-Kuan Foong, 2005, GECCO '05.

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

Aaron C. Zecchin, Holger R. Maier, Xuyuan Li, 2015, Environ. Model. Softw..

AI techniques for hydrological Modeling and mangement. II: Optimization

Holger R. Maier, Graeme C. Dandy, Greer B. Humphrey, 2008 .

Application of Artificial Neural Networks to Forecasting of Surface Water Quality Variables: Issues, Applications and Challenges

Holger R. Maier, Graeme C. Dandy, H. Maier, 2000 .

Using online roleplay/simulations for teaching sustainability principles to engineering students

Holger R. Maier, Robert G. McLaughlan, J. Baron, 2007 .

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

Holger R. Maier, Graeme C. Dandy, Wenyan Wu, 2017, Environ. Model. Softw..

Impact of Scenario Selection on Robustness

Holger R. Maier, Jan H. Kwakkel, Seth Westra, 2020, Water Resources Research.

A Metamodeling Approach to Water Distribution System Optimization

Holger R. Maier, Graeme C. Dandy, D. R. Broad, 2004 .

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

Holger R. Maier, Danlu Guo, Bree Bennett, 2021, Environ. Model. Softw..

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

Holger R. Maier, Bree Bennett, Seth Westra, 2020, Environ. Model. Softw..

Guidance framework and software for understanding and achieving system robustness

Holger R. Maier, Jan H. Kwakkel, Seth Westra, 2021, Environ. Model. Softw..

A multiobjective ant colony optimization approach for scheduling environmental flow management alternatives with application to the River Murray, Australia

Holger R. Maier, Graeme C. Dandy, Joanna M. Szemis, 2013 .

An inverse approach to perturb historical rainfall data for scenario-neutral climate impact studies

Holger R. Maier, Danlu Guo, Seth Westra, 2016 .

Impact of drought on Adelaide's water supply system: past, present, and future

Holger R. Maier, Graeme C. Dandy, Jeffery D. Connor, 2013 .

Academic and institutional issues related to the planning and implementation of a multi-disciplinary roleplay-simulation involving collaboration across institutions

Holger R. Maier, Robert G. McLaughlan, Denise Kirkpatrick, 2001 .

Applications of Artificial Neural Networks in Foundation Engineering

Mark B. Jaksa, Holger R. Maier, Mohamed A. Shahin, 2003 .

Accounting for Greenhouse Gas Emissions in Multiobjective Genetic Algorithm Optimization of Water Distribution Systems

Wenyan Wu, Holger R. Maier, Angus R. Simpson, 2010 .

Evaluation of parameter setting for two GIS based unit hydrograph models

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2010 .

A benchmarking approach for comparing data splitting methods for modeling water resources parameters using artificial neural networks

Wenyan Wu, Holger R. Maier, Graeme C. Dandy, 2013 .

Framework for developing hybrid process-driven, artificial neural network and regression models for salinity prediction in river systems

Holger R. Maier, Matthew S. Gibbs, H. Maier, 2018 .

Dryland Salinity Decision Support Systems in Data-scarce Regions

Holger R. Maier, Graeme C. Dandy, Daniel Partington, 2008 .

Relationship between problem characteristics and the optimal number of genetic algorithm generations

Holger R. Maier, Graeme C. Dandy, Matthew S. Gibbs, 2011 .

Empirical comparison of various methods for training feed‐Forward neural networks for salinity forecasting

Holger R. Maier, Graeme C. Dandy, H. Maier, 1999 .

Rank-Equivalence Method for Sensitivity Analysis of an Integrated Model of a River Catchment

Holger R. Maier, Graeme C. Dandy, J. K. Ravalico, 2006 .

Considering sustainability in the planning and management of regional urban water supply systems: A case study of Adelaide's southern system

Holger R. Maier, Graeme C. Dandy, H. Maier, 2009 .

The Role of Reliability, Vulnerability and Resilience in the Management of Water Quality Systems

Holger R. Maier, Bryan A. Tolson, Barbara J. Lence, 2002 .

Multi-objective Genetic Algorithm Optimisation of Water Distribution Systems Accounting for Sustainability

Wenyan Wu, Holger R. Maier, Angus R. Simpson, 2008 .

Integrated Approach for Optimizing the Design of Aquifer Storage and Recovery Stormwater Harvesting Schemes Accounting for Externalities and Climate Change

Holger R. Maier, Graeme C. Dandy, Angela Marchi, 2016 .

On Lack of Robustness in Hydrological Model Development Due to Absence of Guidelines for Selecting Calibration and Evaluation Data: Demonstration for Data‐Driven Models

Wenyan Wu, Holger R. Maier, Graeme C. Dandy, 2018 .

Hydraulic risk assessment of water distribution systems

Aaron C. Zecchin, Holger R. Maier, J. B. Nixon, 2004 .

Sequencing of water supply options at the regional scale incorporating sustainability objectives

Holger R. Maier, Graeme C. Dandy, Eva H. Y. Beh, 2011 .

Better Understanding of the Capacity of Pressure Sensor Systems to Detect Pipe Burst within Water Distribution Networks

Holger R. Maier, Feifei Zheng, Yu Shao, 2018 .

An Improved Framework for the Modelling and Optimisation of Greenhouse Gas Emissions Associated with Water Distribution Systems

Holger R. Maier, Christopher S. Stokes, Angus R. Simpson, 2012 .

Influence of wind on water levels and lagoonriver exchange in the River Murray, Australia

Holger R. Maier, Michael D. Burch, Ian T. Webster, 1997 .

Development of a modelling framework for optimal sequencing of water supply options at the regional scale incorporating sustainability and uncertainty

Holger R. Maier, Graeme C. Dandy, Eva H. Y. Beh, 2011 .

Using a fully coupled surface water - groundwater model to quantify streamflow components

Holger R. Maier, Graeme C. Dandy, Craig T. Simmons, 2009 .

State updating and calibration period selection to improve dynamic monthly streamflow forecasts for an environmental flow management application

Dmitri Kavetski, Holger R. Maier, Graeme C. Dandy, 2018 .

Flow management strategies to control blooms of the cyanobacterium, Anabaena circinalis, in the River Murray at Morgan, south Australia

Holger R. Maier, Michael D. Burch, H. Maier, 2001 .

Multiobjective Optimization of Distributed Stormwater Harvesting Systems

Holger R. Maier, Graeme C. Dandy, Michael Di Matteo, 2017 .

Optimal Sequencing of Water Supply Options at the Regional Scale Incorporating Sustainability, Uncertainty and Robustness

Holger R. Maier, Graeme C. Dandy, Eva H. Y. Beh, 2012 .

Impact of evapotranspiration process representation on runoff projections from conceptual rainfall‐runoff models

Holger R. Maier, Danlu Guo, Seth Westra, 2017 .

Medium term forecasting of rainfall using artificial neural networks

Akira Kawamura, Holger R. Maier, Graeme C. Dandy, 2005 .

Single-Objective versus Multiobjective Optimization of Water Distribution Systems Accounting for Greenhouse Gas Emissions by Carbon Pricing

Wenyan Wu, Holger R. Maier, Angus R. Simpson, 2010 .

Sensitivity and Uncertainty

Holger R. Maier, Bryan A. Tolson, H. Maier, 2008 .

Developing scholarship through collaboration in an online roleplay-simulation: Mekong eSim, a case study

Holger R. Maier, Robert G. McLaughlan, Denise Kirkpatrick, 2002 .

Water distribution system optimisation accounting for a range of future possible carbon prices

Wenyan Wu, Holger R. Maier, Angus R. Simpson, 2009 .

Relative magnitudes of sources of uncertainty in assessing climate change impacts on water supply security for the southern Adelaide water supply system

Holger R. Maier, Graeme C. Dandy, H. Maier, 2013 .

Developing artificial neural networks for water quality modelling and analysis

Holger R. Maier, Graeme C. Dandy, Robert J. May, 2009 .

Advection, growth and nutrient status of phytoplankton populations in the lower River Murray, South Australia

Holger R. Maier, Justin D. Brookes, Michael D. Burch, 2000 .

Exploratory scenario analysis for disaster risk reduction: Considering alternative pathways in disaster risk assessment

Aaron C. Zecchin, Holger R. Maier, Graeme A. Riddell, 2019, International Journal of Disaster Risk Reduction.

The Development of an Optimal Artificial Neural Network Model for Estimating Initial Water Saturation - Australian Reservoir

Holger R. Maier, Hussam Mohammed Goda, Peter Behrenbruch, 2005 .

Optimal Control of Total Chlorine and Free Ammonia Levels in a Water Transmission Pipeline Using Artificial Neural Networks and Genetic Algorithms

Wenyan Wu, Holger R. Maier, Graeme C. Dandy, 2015 .

Incorporating uncertainty in the PROMETHEE MCDA method

Holger R. Maier, Kylie M. Hyde, K. M. Hyde, 2003 .

Identification of Optimal Water Supply Portfolios for a Major City

Wenyan Wu, Holger R. Maier, Graeme C. Dandy, 2017 .

Use of artificial neural networks for modelling cyanobacteria Anabaena spp. in the River Murray, South Australia

Holger R. Maier, Graeme C. Dandy, Michael D. Burch, 1998 .

Accounting for carbon: selecting the appropriate discount rate for multi-objective optimisation of water distribution systems

Wenyan Wu, Holger R. Maier, Angus R. Simpson, 2010 .

Improved understanding of the searching behavior of ant colony optimization algorithms applied to the water distribution design problem

Aaron C. Zecchin, Holger R. Maier, J. B. Nixon, 2012 .