Research output per year
Research output per year
- 1 - 50 out of 107 results
Search results
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2024
A Systematic Review of Crop Planning Optimisation Under Climate Change
Randall, M., Schiller, K., Andrew, L., Montgomery, J. & Shahinur Alam, M., 20 Feb 2024, In: Water Resources Management. p. 1-15 15 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus)50 Downloads (Pure) -
Correction: A Bayesian belief data mining approach applied to rice and shrimp aquaculture (PloS one (2022) 17 2 DOI: 10.1371/journal.pone.0262402)
Randall, M., Lewis, A., Stewart-Koster, B., Anh, N. D., Burford, M. A., Condon, J., Qui, N. V., Hiep, L. H., Bay, D. V., Sang, N. V. & Sammut, J., 11 Jul 2024, In: PLoS One. 19, 7, p. 1-1 1 p., e0307315.Research output: Contribution to journal › Article › Research
Open AccessFile13 Downloads (Pure) -
Developing A Reference Method for Indirect Measurement of Pasture Evapotranspiration at Sub-Meter Spatial Resolution
Shahinur Alam, M., Lamb, D., Rahman, M. M. & Randall, M., 4 Sept 2024, (Accepted/In press) In: Smart Agricultural Technology. p. 1-27 27 p., 100567.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Factors Affecting Crop Prices in the Context of Climate Change—A Review
Nguyen, T. H., Randall, M. & Lewis, A., 16 Jan 2024, In: Agriculture. 14, 1, p. 1-17 17 p., 135.Research output: Contribution to journal › Review article › Research › peer-review
Open AccessFile3 Citations (Scopus)105 Downloads (Pure) -
기후변화는 농산품 가격 변동에 어떤 영향을 미치나
Translated title of the contribution :Impact of climate change on agricultural product price fluctuations Research output: Contribution to specialist publication › Featured article › Professional
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2023
Automated coding of suicidal ideation in emergency department presentations: balancing interpretability and performance
Todd, J., Gepp, A., Hudson, C. & Randall, M., Sept 2023, p. 1-1. 1 p.Research output: Contribution to conference › Abstract › Research
Open Access -
Business As Usual Versus Climate-responsive, Optimised Crop Plans – A Predictive Model for Irrigated Agriculture in Australia in 2060
Lewis, A., Montgomery, J., Lewis, M., Randall, M. & Schiller, K., 28 Feb 2023, In: Water Resources Management.Research output: Contribution to journal › Article › Research › peer-review
Open Access2 Citations (Scopus) -
Using Machine Learning to Mine Mental Health Diagnostic Groups from Emergency Department Presentations Before and During the COVID-19 Pandemic
Hudson, C., Branjerdporn, G., Hughes, I. P., Todd, J., Bowman, C., Randall, M. & Stapelberg, N., 2023, In: Discover Mental Health. 3, 22, p. 1-22 22 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
2022
6 WAYS Australian universities are stopping student attrition
Meldrum, R., Wilkes, B., Ashford-Rowe, K., Zachariah, A., Beekhuyzen, J., Randall, M. & Show, J., 2022, Simplus Australia. 27 p.Research output: Book/Report › Other report › Education
Open Access -
A Bayesian belief data mining approach applied to rice and shrimp aquaculture
Randall, M., Lewis, A., Stewart-Koster, B., Anh, N. D., Burford, M., Condon, J., Van Qui, N., Huu Hiep, L., Van Bay, D., Van Sang, N. & Sammut, J., 9 Feb 2022, In: PLoS One. 17, 2, e0262402.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile2 Citations (Scopus)112 Downloads (Pure) -
Robust temporal optimisation for a crop planning problem under climate change uncertainty
Randall, M., Montgomery, J. & Lewis, A., Jan 2022, In: Operations Research Perspectives. 9, 100219.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile10 Citations (Scopus)149 Downloads (Pure) -
2021
A Discrete-Event, Simulated Social Agent-Based Network Transmission (DESSABNeT) model for communicable diseases: Method and validation using SARS-CoV-2 data in three large Australian cities
Stapelberg, N., Smoll, N., Randall, M., Palipana, D., Bui, B., Macartney, K., Khandaker, G. & Wattiaux, A., 21 May 2021, In: PLoS One. 16, 5, 21 p., e0251737.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile7 Citations (Scopus)117 Downloads (Pure) -
Data mining of hospital suicidal and self-harm presentation records using a tailored evolutionary algorithm
Stapelberg, N., Randall, M., Sveticic, J., Fugelli, P., Dave, H. & Turner, K., 15 Mar 2021, In: Machine Learning with Applications. 3, 24 p., 100012.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile265 Downloads (Pure) -
Introducing water banks: principles and importance
Fazeli, S., Bozorg-Haddad, O., Randall, M. & Berrens, R., 2021, Economical, Political, and Social Issues in Water Resources. Bozorg-Haddad, O. (ed.). Amsterdam: Elsevier, p. 83-102 20 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
3 Citations (Scopus) -
2020
An Introduction to Temporal Optimisation using a Water Management Problem
Randall, M., Montgomery, J. & Lewis, A., Apr 2020, In: Journal of Computational Science. 42, 101108.Research output: Contribution to journal › Article › Research › peer-review
File5 Citations (Scopus)166 Downloads (Pure) -
Developing a Decision Support App for Computational Agriculture
Lewis, A., Randall, M. & Stewart-Koster, B., 2020, Computational Science – ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part II. Krzhizhanovskaya, V. V., Závodszky, G., Lees, M. H., Dongarra, J. J., Sloot, P. M. A., Brissos, S. & Teixeira, J. (eds.). Cham: Springer, p. 551-561 11 p. (Lecture Notes in Computer Science (LNCS); vol. 12138).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile96 Downloads (Pure) -
2019
A model for a reliable single allocation hub network design under massive disruption
Yahyaei, M., Bashiri, M. & Randall, M., Sept 2019, In: Applied Soft Computing. 82, 14 p., 105561.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile13 Citations (Scopus)130 Downloads (Pure) -
Integrating continuous differential evolution with discrete local search for meander line RFID antenna design
Montgomery, J., Randall, M. & Lewis, A., 21 Oct 2019, In: PLoS One. 14, 10, 22 p., e0223194.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus)112 Downloads (Pure) -
Long Term Implications of Climate Change on Crop Planning
Lewis, A., Randall, M., Elliott, S. & Montgomery, J., 8 Jun 2019, (E-pub ahead of print) Computational Science – ICCS 2019. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Sloot, P. M. A. & Dongarra, J. J. (eds.). Cham: Springer, Vol. V. p. 369-382 14 p. (Lecture Notes in Computer Science; vol. 11540).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile4 Citations (Scopus)102 Downloads (Pure) -
2018
A Computational Comparison of Evolutionary Algorithms for Water Resource Planning for Agricultural and Environmental Purposes
Montgomery, J., Fitzgerald, A., Randall, M. & Lewis, A., 28 Sept 2018, 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings. IEEE Computer Society, 8477712Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile4 Citations (Scopus)163 Downloads (Pure) -
Explorations of a Bayesian Belief Network for the Simultaneous Farming of Rice and Shrimp Crops
Lewis, A., Randall, M., Stewart-Koster, B., Dieu Anh, N., Burford, M., Condon, J., Van Qui, N., Huu Hiep, L. & Sammut, J., 2018, Proceedings of the 16th International Conference on Computer Applications 2018. Yangon: University of Computer Studies, Yangon, p. 85-93 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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2017
Constrained optimisation of agricultural water management with parameter-sensitive objectives
Lewis, A., Randall, M., Capon, S. & Jackwitz, E., 2017, Proceedings of the 15th International Conference on Computer Applications (ICCA 2017). Yangon, Myanmar, p. 79-85 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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Extending population oriented extremal optimisation to permutation problems
Randall, M., 2017, In: International Journal of Applied Mathematics and Informatics. 11, p. 38-43 6 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile37 Downloads (Pure) -
Solving multi-objective water management problems using evolutionary computation
Lewis, A. & Randall, M., 15 Dec 2017, In: Journal of Environmental Management. 204, p. 179-188 10 p.Research output: Contribution to journal › Article › Research › peer-review
26 Citations (Scopus) -
2016
Population extremal optimisation for discrete multi-objective optimisation problems
Randall, M. & Lewis, A., 1 Nov 2016, In: Information Sciences. 367-368, p. 390-402 13 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile6 Citations (Scopus)208 Downloads (Pure) -
2015
A Genetic Algorithm solver for pest management control in Island systems
Brotankova, J., Randall, M., Lewis, A., Pressey, B. & Wenger, A., 2015, Artificial Life and Computational Intelligence - 1st Australasian Conference, ACALCI 2015, Proceedings. Chalup, S. K., Blair, A. D. & Randall, M. (eds.). Springer, Vol. 8955. p. 273-285 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8955).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile3 Citations (Scopus)206 Downloads (Pure) -
Artificial Life and Computational Intelligence: ALALCI Conference Proceedings
Chalup, S. (ed.), Blair, A. (ed.) & Randall, M. (ed.), 2015, Switzerland: Springer. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8955)Research output: Book/Report › Scholarly edition › Research › peer-review
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Performance comparison of evolutionary algorithms for airfoil design
Randall, M., Rawlins, T., Lewis, A. & Kipouros, T., 1 Jan 2015, International conference on computational science, ICCS 2015 Computational science at the gates of nature. Koziel, S., Leifsson, L., Lees, M., Krzhizhanovskaya, VV., Dongarra, J. & Sloot, PMA. (eds.). 1 ed. Elsevier, Vol. 51. p. 2267-2276 10 p. (Procedia Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile10 Citations (Scopus)150 Downloads (Pure) -
Preface
Chalup, S., Blair, A. & Randall, M., 1 Jan 2015, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8955, p. V-VIResearch output: Contribution to journal › Editorial › Research › peer-review
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2014
Extending the front: Designing RFID antennas using multiobjective differential evolution with biased population selection
Montgomery, J., Randall, M. & Lewis, A., 2014, In: Procedia Computer Science. 29, p. 1893-1903 11 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile7 Citations (Scopus)134 Downloads (Pure) -
Local search enabled extremal optimisation for continuous inseparable multi-objective benchmark and real-world problems
Randall, M., Lewis, A., Hettenhausen, J. & Kipouros, T., 2014, 2014 International conference on computational science. Abramson, D., Lees, M., Krzhizhanovskaya, VV., Dongarra, J. & Sloot, PMA. (eds.). Cairns: Elsevier, Vol. 29. p. 1904-1914 11 p. (Procedia Computer Science; vol. 29).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile2 Citations (Scopus)157 Downloads (Pure) -
2013
A multi-objective extremal optimisation approach applied to RFID antenna design
Gomez-Meneses, P., Randall, M. & Lewis, A., 2013, Evolve: A bridge between probability, set oriented numerics, and evolutionary computation II : Advances in intelligent systems and computing. Schutze, O., Coello, CAC., Tantar, AA., Tantar, E., Bouvry, P., DelMoral, P. & Legrand, P. (eds.). Springer, Vol. 175 ADVANCES. p. 431-446 16 p. (Advances in Intelligent Systems and Computing; vol. 175).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile5 Citations (Scopus)157 Downloads (Pure) -
Interactive multi-objective particle swarm optimisation using decision space interaction
Hettenhausen, J., Lewis, A., Randall, M. & Kipouros, T., 2013, 2013 IEEE Congress on Evolutionary Computation, CEC 2013. online: Wiley-IEEE Press, p. 3411-3418 8 p. 6557988Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile23 Citations (Scopus)263 Downloads (Pure) -
Modeling fuzzy capacitated p-hub center problem and a genetic algorithm solution
Bashiri, M., Mirzaei, M. & Randall, M., 1 Mar 2013, In: Applied Mathematical Modelling. 37, 5, p. 3513-3525 13 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access63 Citations (Scopus) -
Multiple local neighbourhood search for extremal optimisation
Randall, M., 2013, Proceedings of the X Metaheuristics International Conference. Singapore Management University, p. 278-287 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile46 Downloads (Pure) -
2012
Investigating the effect of fixing the subset length using ant colony optimization algorithms for feature subset selection problems
Abd-Alsabour, N., Randall, M. & Lewis, A., 2012, Proceedings - 13th International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2012. United States: Wiley-IEEE Press, p. 733-738 6 p. 6589368Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
3 Citations (Scopus) -
Multi-objective particle swarm optimisation for molecular transition state search
Hettenhausen, J., Lewis, A., Chen, S., Randall, M. & Fournier, R., 2012, Evolve: A bridge between probability, set oriented numerics, and evolutionary computation II : Advances in intelligent systems and computing. Schutze, O., Coello, CAC., Tantar, AA., Tantar, E., Bouvry, P., DelMoral, P. & Legrand, P. (eds.). Springer, Vol. 175. p. 415-430 16 p. (Advances in Intelligent Systems and Computing; vol. 175).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile38 Downloads (Pure) -
The implementation and evaluation of a new learning space: A pilot study
Wilson, G. & Randall, M., 2012, In: Research in Learning Technology. 20, 2, 14431.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile39 Citations (Scopus)167 Downloads (Pure) -
2011
Differential evolution for a constrained combinatorial optimisation problem
Randall, M., 2011, In: International Journal of Metaheuristics. 1, 4, p. 279-297 19 p.Research output: Contribution to journal › Article › Research › peer-review
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Differential evolution for RFID antenna design: A comparison with ant colony optimisation
Montgomery, J., Randall, M. & Lewis, A., 2011, Genetic and Evolutionary Computation Conference, GECCO'11. online: Special Interest Group on Genetic and Evolutionary Computation, p. 673-680 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
15 Citations (Scopus) -
2010
A hybrid multi-objective extremal optimisation approach for multi-objective combinatorial optimisation problems
Gómez-Meneses, P., Randall, M. & Lewis, A., 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 5586194Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
8 Citations (Scopus) -
Feature selection for classification using an ant colony system
Abd-Alsabour, N. & Randall, M., 2010, Proceedings - 6th IEEE International Conference on e-Science Workshops, e-ScienceW 2010. p. 86-91 6 p. 5693146Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
20 Citations (Scopus) -
General Meta-heuristic Search Algorithms: Generalised Modelling of Combinatorial Problems
Randall, M., 2010, Saarbrücken, Germany: VDM Verlag Dr. Muller. 201 p.Research output: Book/Report › Book › Research › peer-review
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Implementing and evaluating a "Next generation learning space": A pilot study
Wilson, G. & Randall, M., 2010, Proceedings of the 27th Annual Conference of the Australasian Society for Computers in Learning in Tertiary Education: ASCILITE 2010. p. 1096-1100 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open AccessFile2 Citations (Scopus)119 Downloads (Pure) -
Intensification strategies for extremal optimisation
Randall, M. & Lewis, A., 2010, Simulated Evolution and Learning - 8th International Conference, SEAL 2010, Proceedings. Vol. 6457 LNCS. p. 115-124 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6457 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
4 Citations (Scopus) -
Modifications and additions to ant colony optimisation to solve the set partitioning problem
Randall, M. & Lewis, A., 2010, Proceedings - 6th IEEE International Conference on e-Science Workshops, e-ScienceW 2010. p. 110-116 7 p. 5693150Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
3 Citations (Scopus) -
Pheromone pre-seeding for the construction of RFID antenna structures using ACO
Weis, G., Lewis, A., Randall, M. & Thiel, D. V., 2010, Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010. p. 161-167 7 p. 5693913Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
4 Citations (Scopus) -
2009
A hybrid extremal optimisation approach for the bin packing problem
Gómez-Meneses, P. & Randall, M., 2009, Artificial Life: Borrowing from Biology - 4th Australian Conference, ACAL 2009, Proceedings. Vol. 5865 LNAI. p. 242-251 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5865 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
8 Citations (Scopus) -
Artificial Life: Borrowing from Biology: 4th Australian Conference, ACAL 2009, Melbourne, Australia, December 1-4, 2009. Proceedings
Korb, K. (ed.), Randall, M. (ed.) & Hendtlass, T. (ed.), 2009, Berlin: Springer. (Lecture Notes in Artificial Intelligence; vol. 5865)Research output: Book/Report › Scholarly edition › Research › peer-review
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Biologically-Inspired Optimisation Methods: Parallel Algorithms, Systems and Applications
Lewis, A., Mostaghim, S. & Randall, M., 2009, Springer. 360 p. (Studies in Computational Intelligence; vol. 210)Research output: Book/Report › Scholarly edition › Research › peer-review