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Graeme C. Dandy
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Journal Articles
- 2023
- [j33]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: 105777 (2023) - 2019
- [j32]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: 34-41 (2019) - [j31]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: 340-355 (2019) - [j30]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) - 2017
- [j29]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: 82-106 (2017) - [j28]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: 92-105 (2017) - [j27]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: 16-31 (2017) - [j26]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: 32-45 (2017) - [j25]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): 773-791 (2017) - 2016
- [j24]Arman Ganji, Holger R. Maier, Graeme C. Dandy:
A modified Sobol′ sensitivity analysis method for decision-making in environmental problems. Environ. Model. Softw. 75: 15-27 (2016) - [j23]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: 37-53 (2016) - [j22]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: 197-213 (2016) - 2015
- [j21]Eva H. Y. Beh, Holger R. Maier, Graeme C. Dandy:
Scenario driven optimal sequencing under deep uncertainty. Environ. Model. Softw. 68: 181-195 (2015) - [j20]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: 226-239 (2015) - [j19]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: 370-381 (2015) - [j18]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: 382-395 (2015) - 2014
- [j17]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: 137-153 (2014) - [j16]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: 108-127 (2014) - [j15]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: 302-319 (2014) - [j14]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: 33-51 (2014) - [j13]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:
Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions. Environ. Model. Softw. 62: 271-299 (2014) - 2012
- [j12]Matthew S. Gibbs, Holger R. Maier, Graeme C. Dandy:
A generic framework for regression regionalization in ungauged catchments. Environ. Model. Softw. 27: 1-14 (2012) - 2011
- [j11]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): 886-898 (2011) - 2010
- [j10]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): 171-181 (2010) - [j9]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): 891-909 (2010) - [j8]Robert J. May, Holger R. Maier, Graeme C. Dandy:
Data splitting for artificial neural networks using SOM-based stratified sampling. Neural Networks 23(2): 283-294 (2010) - 2009
- [j7]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): 1229-1237 (2009) - 2008
- [j6]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): 1289-1299 (2008) - [j5]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): 1312-1326 (2008) - [j4]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): 2857-2869 (2008) - 2006
- [j3]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): 469-484 (2006) - [j2]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): 485-498 (2006) - 2000
- [j1]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): 101-124 (2000)
Conference and Workshop Papers
- 2006
- [c3]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: 565-572 - [c2]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: 710-717 - [c1]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: 4898-4903
Coauthor Index
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