Skip to menu Skip to content Skip to footer

2012

Journal Article

Introducing cloud computing topics in curricula

Chen, Ling, Liu, Yang, Gallagher, Marcus, Pailthorpe, Bernard, Sadiq, Shazia, Shen, Heng Tao and Li, Xue (2012). Introducing cloud computing topics in curricula. Journal of Information Systems Education, 23 (3), 315-324.

Introducing cloud computing topics in curricula

2012

Conference Publication

Length scale for characterising continuous optimization problems

Morgan, Rachael and Gallagher, Marcus (2012). Length scale for characterising continuous optimization problems. Parallel Problem Solving from Nature - PPSN XII 12th International Conference, Taormina, Italy, 1 - 5 September 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-32937-1_41

Length scale for characterising continuous optimization problems

2012

Conference Publication

Variable screening for reduced dependency modelling in Gaussian-based continuous estimation of distribution algorithms

Mishra, Krishna Manjari and Gallagher, Marcus (2012). Variable screening for reduced dependency modelling in Gaussian-based continuous estimation of distribution algorithms. 2012 IEEE World Congress on Computational Intelligence (IEEE-WCCI 2012), Brisbane, QLD Australia, 10-15 June 2012. Piscataway, NJ United States: IEEE. doi: 10.1109/CEC.2012.6256482

Variable screening for reduced dependency modelling in Gaussian-based continuous estimation of distribution algorithms

2011

Journal Article

Reinforcement learning in first person shooter games

McPartland, Michelle and Gallagher, Marcus (2011). Reinforcement learning in first person shooter games. Ieee Transactions On Computational Intelligence and Ai in Games, 3 (1) 5672586, 43-56. doi: 10.1109/TCIAIG.2010.2100395

Reinforcement learning in first person shooter games

2011

Conference Publication

Faster and parameter-free discord search in quasi-periodic time series

Luo, Wei and Gallagher, Marcus (2011). Faster and parameter-free discord search in quasi-periodic time series. 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Shenzhen, China, 24-27 May 2011. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-20847-8_12

Faster and parameter-free discord search in quasi-periodic time series

2011

Conference Publication

Under voltage load shedding utilizing trajectory sensitivity to enhance voltage stability

Arief, Ardiaty, Nappu, Muhammad Bachtiar, Gallagher, Marcus and Dong, Zhao Yang (2011). Under voltage load shedding utilizing trajectory sensitivity to enhance voltage stability. 21st Australasian Universities Power Engineering Conference (AUPEC) 2011, Brisbane, Australia, 25-28 September 2011. Pitscataway, NJ, United States: IEEE.

Under voltage load shedding utilizing trajectory sensitivity to enhance voltage stability

2010

Journal Article

Using Gaussian process with test rejection to detect T-Cell epitopes in pathogen genomes

You, Liwen, Brusic, Vladimir, Gallagher, Marcus and Boden, Mikael (2010). Using Gaussian process with test rejection to detect T-Cell epitopes in pathogen genomes. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 7 (4) 4695825, 741-751. doi: 10.1109/TCBB.2008.131

Using Gaussian process with test rejection to detect T-Cell epitopes in pathogen genomes

2010

Conference Publication

When does dependency modelling help? Using a randomized landscape generator to compare algorithms in terms of problem structure

Morgan, Rachael and Gallagher, Marcus (2010). When does dependency modelling help? Using a randomized landscape generator to compare algorithms in terms of problem structure. Parallel Problem Solving from Nature, Kraków, Poland, 11-15 September 2010. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-15844-5_10

When does dependency modelling help? Using a randomized landscape generator to compare algorithms in terms of problem structure

2010

Conference Publication

Comparison of CPF and modal analysis methods in determining effective DG locations

Arief, Ardiaty, Nappu, Muhammad Bachtiar, Gallagher, Marcus, Dong, Zhao Yang and Zhao, Junhua (2010). Comparison of CPF and modal analysis methods in determining effective DG locations. 9th International Power and Energy Conference (IPEC), Singapore, 27-29 October 2010. United States: IEEE. doi: 10.1109/IPECON.2010.5697057

Comparison of CPF and modal analysis methods in determining effective DG locations

2010

Conference Publication

Unsupervised DRG upcoding detection in healthcare databases

Luo, Wei and Gallagher, Marcus (2010). Unsupervised DRG upcoding detection in healthcare databases. IEEE International Conference on Data Mining, Sydney, NSW, Australia, 14-17 December 2010. Piscataway, NJ, U.S.A.: IEEE Computer Society. doi: 10.1109/ICDMW.2010.108

Unsupervised DRG upcoding detection in healthcare databases

2010

Conference Publication

Visualising a state-wide patient data collection: A case study to expand the audience for healthcare data

Luo, Wei, Gallagher, Marcus, O'Kane, Di, Connor, Jason, Dooris, Mark, Roberts, Col, Mortimer, Lachlan and Wiles, Janet (2010). Visualising a state-wide patient data collection: A case study to expand the audience for healthcare data. HIKM 2010: 4th Australasian Workshop on Health Informatics and Knowledge Management, Brisbane, Australia, 18-21 January 2010. Sydney, Australia: Australian Computer Society.

Visualising a state-wide patient data collection: A case study to expand the audience for healthcare data

2009

Conference Publication

Convergence analysis of UMDAc with finite populations: A case study on flat landscapes

Yuan, Bo and Gallagher, Marcus (2009). Convergence analysis of UMDAc with finite populations: A case study on flat landscapes. 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009, Montréal, QC, Canada, 8-12 July 2009. New York, NY, U.S.A.: ACM (Association for Computing Machinery) Press. doi: 10.1145/1569901.1569967

Convergence analysis of UMDAc with finite populations: A case study on flat landscapes

2009

Conference Publication

Black-box optimization benchmarking: results for the BayEDAcG algorithm on the noiseless function testbed

Gallagher, Marcus (2009). Black-box optimization benchmarking: results for the BayEDAcG algorithm on the noiseless function testbed. 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference (GECCO'09), Montreal, Canada, 8-12 July 2009. New York, United States: ACM Digital Library. doi: 10.1145/1570256.1570332

Black-box optimization benchmarking: results for the BayEDAcG algorithm on the noiseless function testbed

2009

Conference Publication

An improved small-sample statistical test for comparing the success rates of evolutionary algorithms

Yuan, Bo and Gallagher, Marcus (2009). An improved small-sample statistical test for comparing the success rates of evolutionary algorithms. 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009, Montreal, QC, Canada, 8-12 July 8 2009. New York, NY, United States: ACM. doi: 10.1145/1569901.1570213

An improved small-sample statistical test for comparing the success rates of evolutionary algorithms

2009

Conference Publication

Investigating circles in a square packing problems as a realistic benchmark for continuous metaheuristic optimization algorithms

Marcus Gallagher (2009). Investigating circles in a square packing problems as a realistic benchmark for continuous metaheuristic optimization algorithms. The VIII Metaheuristic International Conference MIC 2009, Hamburg, Germany, 13-16 July, 2009.

Investigating circles in a square packing problems as a realistic benchmark for continuous metaheuristic optimization algorithms

2009

Conference Publication

Black-Box Optimization Benchmarking: Results for the BayEDAcGAlgorithm on the Noiseless Function Testbed

Gallagher, Marcus R. (2009). Black-Box Optimization Benchmarking: Results for the BayEDAcGAlgorithm on the Noiseless Function Testbed. New York, NY, USA: Association for Computing Machinery. doi: 10.1145/1570256.1570318

Black-Box Optimization Benchmarking: Results for the BayEDAcGAlgorithm on the Noiseless Function Testbed

2008

Conference Publication

An influence map model for playing Ms. Pac-Man

Wirth, N. and Gallagher, M. (2008). An influence map model for playing Ms. Pac-Man. IEEE Symposium on Computational Intelligence and Games 2008 (CIG '08), Perth, Australia, 15-18 December 2008. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/CIG.2008.5035644

An influence map model for playing Ms. Pac-Man

2008

Conference Publication

Learning to be a Bot: Reinforcement learning in shooter games

McPartland, M. and Gallagher, M. (2008). Learning to be a Bot: Reinforcement learning in shooter games. 4th Artifical Intelligence for Interactive Digital Entertainment Conference, Stanford, California, 22-24 October, 2008. USA: The AAAI Press.

Learning to be a Bot: Reinforcement learning in shooter games

2008

Conference Publication

Creating a multi-purpose first person shooter bot with reinforcement learning

McPartland, M. and Gallagher, M. (2008). Creating a multi-purpose first person shooter bot with reinforcement learning. IEEE Symposium on Computational Intelligence and Games 2008 (CIG '08), Perth, Australia, 15-18 December 2008. Piscataway, NJ, U.S.A.: IEEE. doi: 10.1109/CIG.2008.5035633

Creating a multi-purpose first person shooter bot with reinforcement learning

2008

Conference Publication

Gaussian mixture models in estimations of distribution algotithms: Implementation details and experimental analysis

Kumar, N. and Gallagher, M. (2008). Gaussian mixture models in estimations of distribution algotithms: Implementation details and experimental analysis. 12th Asia-Pacific Symposium on Intelligent and Evolutionary Systems (IES'08), Melbourne, Australia, 7-8 December 2008. Clayton, VIC, Australia: Monash University, Clayton School of Information Technology.

Gaussian mixture models in estimations of distribution algotithms: Implementation details and experimental analysis