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Maetschke, S., Gallagher, M. and Boden, M. (2007). A comparison of sequence kernels for localization prediction of transmembrane proteins. In: D. Fogel, Computational Intelligence in Bioinformatics and Computational Biology 2007 (CIBCB 2007). IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology 2007 (CIBCB 2007), Honolulu, Hawaii, (367-372). 1-5 April 2007. 118   0 Cited 1 times in Scopus1
Gallagher, Marcus and Yuan, Bo (2006) A general-purpose tunable landscape generator. IEEE Transactions On Evolutionary Computation, 10 5: 590-603. doi:10.1109/TEVC.2005.863628 106 4 16 Cited 22 times in Scopus22 0
Yuan, B. and Gallagher, M. R. (2005). A hybrid approach to parameter tuning in genetic algorithms. In: B. Mckay, 2005 IEEE Congress on Evolutionary Computation. 2005 IEEE Congress on Evolutionary Computation (IEEE CEC 2005), Edinburgh, Scotland, (1096-1103). 2-5 September 2005. 100 3 1
Gallagher, M. R. and Yuan, B. (2006). A mathematical modelling technique for the analysis of the dynamics of a simple continuous EDA. In: G. G. Yen and S. M. Lucas, 2006 IEEE Congress on Evolutionary Computation. 2006 IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver, Canada, (1585-1591). 16-21 July 2006. doi:10.1109/CEC.2006.1688497 101 2 0
Mishra, Krishna Manjari and Gallagher, Marcus (2014). A modified screening estimation of distribution algorithm for large-scale continuous optimization. In: Grant Dick, Will N. Browne, Peter Whigham, Mengjie Zhang, Lam Thu Bui, Hisao Ishibuchi, Yaochu Jin, Xiaodong Li, Yuhui Shi, Pramod Singh, Kay Chen Tan and Ke Tang, Simulated Evolution and Learning : Proceedings 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. 10th International Conference SEAL 2014, Dunedin, New Zealand, (119-130). 15-18 December 2014. doi:10.1007/978-3-319-13563-2_11 18 1 0
Connelly, S., Lindsay, P. A. and Gallagher, M. (2007). An agent based approach to examining shared situation awareness. In: B. Werner, Engineering Complex Computer Systems 2007. 12th IEEE International Conference on Engineering Complex Computer Systems (ICECCS 2007), Auckland, New Zealand, (138-147). 11-14 July 2007. doi:10.1109/ICECCS.2007.14 105   0 Cited 0 times in Scopus0 0
Gallagher, M. R. (2000). An empirical investigation of the user-parameters and performance of continuous PBIL algorithms. In: B. Widrow et al, Neural Networks for Signal Processing X: NNSP 2000. NNSP 2000, Sydney, (702-710). 11-13 December 2000. 75   1
Yeh, Y. and Gallagher, M. R. (2005). An empirical study of Hoelfding Racing for model selction in K-nearest neighbor classification. In: M. Gallagher, J. Hogan and F. Maire, Intelligent Data Engineering and Automated Learning - IDEAL2005: Proceedings of the 6th International Conference. Intelligent Data Engineering and Automated Learning - IDEAL205, Brisbane, Australia, (220-227). 6-8 July, 2005. 66   2
Yeh, F.Y-H. and Gallagher, M. (2008). An empirical study of the sample size variability of optimal active learning using Gaussian process regression. In: Hou, Z-G. and Zhang, N., Proceedings of the IEEE International Joint Conference on Neural Networks, 2008. IJCNN 2008. IEEE World Congress on Computational Intelligence, Hong Kong, (3787-3794). 1-6 June 2008. doi:10.1109/IJCNN.2008.4634342 97   0 Cited 0 times in Scopus0 0
Yuan, Bo and Gallagher, Marcus (2009). An improved small-sample statistical test for comparing the success rates of evolutionary algorithms. In: Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009. 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009, Montreal, QC, Canada, (1879-1880). 8-12 July 8 2009. doi:10.1145/1569901.1570213 25   Cited 1 times in Scopus1 0
Wirth, N. and Gallagher, M. (2008). An influence map model for playing Ms. Pac-Man. In: P. Hingston and L. Barone, Computational Intelligence and Games 2008. IEEE Symposium on Computational Intelligence and Games 2008 (CIG '08), Perth, Australia, (228-233). 15-18 December 2008. doi:10.1109/CIG.2008.5035644 133 2 5 Cited 14 times in Scopus14 0
Rohde, D. J., Drinkwater, M. J., Gallagher, M. R., Downs, T. and Doyle, M. T. (2005) Applying machine learning to catalogue matching in astrophysics. Monthly Notices of The Royal Astronomical Society, 360 1: 69-75. doi:10.1111/j.1365-2966.2005.08930.x 143 1 8 Cited 7 times in Scopus7 0
Rohde, David, Gallagher, Marcus and Drinkwater, Michael (2012). Astronomical catalogue matching as a mixture model problem. In: Julio Michael Stern, Marcelo de Souza Lauretto, Adriano Polpo and Marcio Alves Diniz, AIP Conference Proceedings: XI Brazilian Meeting On Bayesian Statistics (EBEB 2012). 11th Brazilian Meeting on Bayesian Statistics (EBEB), Amparo, Brazil, (304-313). 18-22 March 2012. doi:10.1063/1.4759615 57 1 0 Cited 1 times in Scopus1 0
Gallagher, M. R., Wood, I., Keith, J. and Sofronov, G. (2007). Bayesian inference in estimation of distribution algorithms. In: K. C. Tan, Evolutionary Computation 2007 (CEC 2007). IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, (127-133). 25-28 September 2007. doi:10.1109/CEC.2007.4424463 122   2 Cited 3 times in Scopus3 0
Gallagher, Marcus (2012). Beware the parameters: estimation of distribution algorithms applied to circles in a square packing. In: Carlos A.Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia and Mario Pavone, Parallel Problem Solving from Nature - PPSN XII 12th International Conference, Proceedings, Part II. Parallel Problem Solving from Nature - PPSN XII 12th International Conference, Taormina, Italy, (478-487). 1 - 5 September 2012. doi:10.1007/978-3-642-32964-7_48 59   Cited 1 times in Scopus1 0
Gallagher, Marcus (2009). Black-box optimization benchmarking: results for the BayEDAcG algorithm on the noiseless function testbed. In: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers. 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference (GECCO'09), Montreal, Canada, (2383-2388). 8-12 July 2009. doi:10.1145/1570256.1570332 59   0
Leong, W. Y., Homer, J. P. and Gallagher, M. R. (2003). Blind separation of noisy mixtures using the SAND algorithm. In: B. Wysocki and T. Wysocki, Proceedings of the Seventh International Symposium on DSP for Communication System and the Second Workshop on the Internet, Telecommunication and Signal Processing. The Seventh International Symposium on DSP for Communication System and the Second Workshop on the Internet, Telecommunication and Signal Processing, Coolangatta, (503-508). 8-11 Decmber, 2003. 157  
Gallagher, Marcus (2014). Clustering problems for more useful benchmarking of optimization algorithms. In: Grant Dick, Will N. Browne, Peter Whigham, Mengjie Zhang, Lam Thu Bui, Hisao Ishibuchi, Yaochu Jin, Xiaodong Li, Yuhui Shi, Pramod Singh, Kay Chen Tan and Ke Tang, Simulated Evolution and Learning : Proceedings 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. 10th International Conference SEAL 2014, Dunedin, New Zealand, (131-142). 15-18 December 2014. doi:10.1007/978-3-319-13563-2_12 25 4 0
Yuan, B. and Gallagher, M. (2007). Combining Meta-EAs and Racing for Difficult EA Parameter Tuning Tasks. In Lobo, F. G., Lima, C. F. and Michalewicz, Z. (Ed.), Parameter Setting in Evolutionary Algorithms (pp. 121-142) Berlin, Heidelberg, Germany: Springer-Verlag. doi:10.1007/978-3-540-69432-8_6 79   Cited 5 times in Scopus5 0
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. In: IPEC 2010 Conference Proceedings. 9th International Power and Energy Conference (IPEC), Singapore, (555-560). 27-29 October 2010. doi:10.1109/IPECON.2010.5697057 93 2 Cited 1 times in Scopus1 0
Yuan, Bo and Gallagher, Marcus (2009). Convergence analysis of UMDAc with finite populations: A case study on flat landscapes. In: Franz Rothlauf and Gùˆnther Raidl, Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009. 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009, MontrĂ©al, QC, Canada, (477-482). 8-12 July 2009. doi:10.1145/1569901.1569967 76 2 Cited 3 times in Scopus3 0
McPartland, M. and Gallagher, M. (2008). Creating a multi-purpose first person shooter bot with reinforcement learning. In: P. Hingston and L. Barone, Computational Intelligence and Games 2008. IEEE Symposium on Computational Intelligence and Games 2008 (CIG '08), Perth, Australia, (143-150). 15-18 December 2008. doi:10.1109/CIG.2008.5035633 345 2 1 Cited 3 times in Scopus3 0
Hu, Xuelei, Gallagher, Marcus, Loveday, William, Connor, Jason P. and Wiles, Janet (2015). Detecting anomalies in controlled drug prescription data using probabilistic models. In: Stephan K. Chalup, Alan D. Blair and Marcus Randall, Artificial Life and Computational Intelligence: First Australasian Conference, ACALCI 2015, Proceedings. 1st Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2015, Newcastle, NSW Australia, (337-349). 5 - 7 February 2015. 116   Cited 0 times in Scopus0
Luo, Wei, Gallagher, Marcus, Loveday Bill, Ballantyne, Susan, Connor, Jason P. and Wiles, Janet (2014) Detecting contaminated birthdates using generalized additive models. BMC Bioinformatics, 15 1: . doi:10.1186/1471-2105-15-185 38   0 Cited 0 times in Scopus0 2
Gallagher, Marcus, Downs, Tom and Wood, Ian (2002) Empirical evidence for ultrametric structure in multi-layer perceptron error surfaces. Neural Processing Letters, 16 2: 177-186. doi:10.1023/A:1019956303894 63   0 Cited 0 times in Scopus0 0
Luo, Wei, Cao, Jiguo, Gallagher, Marcus R. and Wiles, Janet H. (2013) Estimating the intensity of ward admission and its effect on emergency department access block. Statistics In Medicine, 32 15: 2681-2694. doi:10.1002/sim.5684 62   2 Cited 2 times in Scopus2 0
Gallagher, M. and Ledwich, M. (2007). Evolving pac-man players: Can we learn from raw input?. In: Fogel, D., Proceedings of the 2007 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2007). 2007 IEEE Symposium Series on Computational Intelligence and Games (IEEE SSCI 2007), Honolulu, Hawaii, (282-287). 1-5 April, 2007. doi:10.1109/CIG.2007.368110 86   0 Cited 15 times in Scopus15 0
Yuan, B. and Gallagher, M. R. (2005). Experimental results for the special session on real-parameter optimization at CEC 2005: A Simple, Continuous EDA. In: B. Mckay, 2005 IEEE Congress on Evolutionary Computation. 2005 IEEE Congress on Evolutionary Computation (IEEE CEC 2005), Edinburgh, Scotland, (1792-1799). 2-5 September, 2005. 71  
Luo, Wei and Gallagher, Marcus (2011). Faster and parameter-free discord search in quasi-periodic time series. In: Joshua Zhexue Huang, Longbing Cao and Jaideep Srivastav, Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia Conference, PAKDD 2011: Proceedings, part II. 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Shenzhen, China, (135-148). 24-27 May 2011. doi:10.1007/978-3-642-20847-8_12 68   Cited 2 times in Scopus2 0
Gallagher, M. R. (2001). Fitness distance correlation of neural network error surfaces: A scalable, continuous optimization problem. In: L. De Raedt and P. Flach, Proceedings of the Twelfth European Conference on Machine Learning. Twelfth European Conference on Machine Learning, Freiburg, Germany, (157-166). 3-7 September, 2001. 53  
Morgan, Rachael and Gallagher, Marcus (2014). Fitness landscape analysis of circles in a square packing problems. In: Grant Dick, Will N. Browne, Peter Whigham, Mengjie Zhang, Lam Thu Bui, Hisao Ishibuchi, Yaochu Jin, Xiaodong Li, Yuhui Shi, Pramod Singh, Kay Chen Tan and Ke Tang, Simulated Evolution and Learning. 10th International Conference, SEAL 2014, Dunedin, New Zealand, (455-466). 15 - 18 December 2014. doi:10.1007/978-3-319-13563-2_39 37   Cited 0 times in Scopus0 0
McPartland, Michelle and Gallagher, Marcus (2012). Game designers training first person shooter bots. In: Michael Thielscher and Dongmo Zhang, Proceedings of the 25th Australasian Joint Conference on Artificial Intelligence (AI'12). AI 2012: Advances in Artificial Intelligence, Sydney, Australia, (397-408). 4 - 7 December 2012. doi:10.1007/978-3-642-35101-3_34 72   Cited 0 times in Scopus0 0
Kumar, N. and Gallagher, M. (2008). Gaussian mixture models in estimations of distribution algotithms: Implementation details and experimental analysis. In: Suzanne Sadedin, Greg Paperin and Tania G.Leishman, Proceedings of the 12th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES'08). 12th Asia-Pacific Symposium on Intelligent and Evolutionary Systems (IES'08), Melbourne, Australia, (51-61). 7-8 December 2008. 109  
Maetschke, S. R., Boden, M B and Gallagher, M R (2006). Higher order HMMs for localization prediction of transmembrance proteins. In: M. Boden and T. Bailey, Proceedings of the 2006 Workshop on Intelligent Systems for Bioinformatics (WISB 2006). 2006 Workshop on Intelligent Systems for Bioinformatics (WISB 2006), Hobart, Australia, (49-53). 4 December, 2006. 57  
McPartland, Michelle and Gallagher, Marcus (2012). Interactively training first person shooter bots. In: Proceedings of the 2012 IEEE International Conference on Computational Intelligence and Games, CIG 2012. IEEE International Conference on Computational Intelligence and Games, CIG 2012, Granada, Spain, (132-138). 11 - 14 September 2012. doi:10.1109/CIG.2012.6374149 45 1 Cited 0 times in Scopus0 0
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. 87 1 Cited 3 times in Scopus3
Yin, Hujun, Gallagher, Marcus and Magdon-Ismail, Malik (2006) Introduction. International Journal of Neural Systems, 16 5: v-vi. 59   0 Cited 0 times in Scopus0
Marcus Gallagher (2009). Investigating circles in a square packing problems as a realistic benchmark for continuous metaheuristic optimization algorithms. In: Proceedings of the VIII Metaheuristic International Conference (MIC 2009). The VIII Metaheuristic International Conference MIC 2009, Hamburg, Germany, (). 13-16 July, 2009. 52  
McPartland, M. and Gallagher, M. (2008). Learning to be a Bot: Reinforcement learning in shooter games. In: Darken, C. and Mateas, M., Proceedings, the Fourth Artificial Intelligence and interactive Digital Entertainment Conference. 4th Artifical Intelligence for Interactive Digital Entertainment Conference, Stanford, California, (78-83). 22-24 October, 2008. 122 2 Cited 5 times in Scopus5
Gallagher, M. R. and Ryan, A. J. (2003). Learning to play Pac-Man: An evolutionary, rule-based approach. In: R. Sarker, R. Reynolds and H. Abbass, 2003 Congress on Evolutionary Computation. The 2003 Congress on Evolutionary Computation (CEC 2003), Canberra, Australia, (2462-2469). 8-12 December 2003. doi:10.1109/CEC.2003.1299397 140   11 Cited 32 times in Scopus32 0
Morgan, Rachael and Gallagher, Marcus (2012). Length scale for characterising continuous optimization problems. In: Carlos A.Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia and Mario Pavone, Parallel Problem Solving from Nature - PPSN XII 12th International Conference, Proceedings, Part II. Parallel Problem Solving from Nature - PPSN XII 12th International Conference, Taormina, Italy, (407-416). 1 - 5 September 2012. doi:10.1007/978-3-642-32937-1_41 55   Cited 4 times in Scopus4 0
Rohde, D. J., Drinkwater, M. J., Gallagher, M. R., Downs, T. and Doyle, M. T. (2004). Machine learning for matching astronomy catalogues. In: Zheng Rong Yang, Richard M. Everson and Hujun Yin, Intelligent Data Engineering and Automated Learning: IDEAL 2004. The Fifth International Intelligent Data Engineering and Automated Learning Conference (IDEAL 2004), Exeter, U.K., (701-707). 25-27 August 2004. 100   2
Rohde, D. J., Gallagher, M. R., Drinkwater, M. J. and Pimbblet, K. A. (2006) Matching of catalogues by probabilistic pattern classification. Monthly Notices of The Royal Astronomical Society, 369 1: 2-14. doi:10.1111/j.1365-2966.2006.10304.x 91 137 12 Cited 10 times in Scopus10 0
Gallagher, M. R. (2005) McCulloch-Pitts Network in A. Scott (eds.) Encyclopedia of Nonlinear Science. 1st USA: Routledge (Taylor & Francis Group) 106  
Yuan, B., Gallagher, M. R. and Crozier, S. (2005). MRI magnet design: Search space analysis, EDAs and a real-world problem with significant dependencies. In: H-G. Beyer, U. O'Reilly and et al, Proceedings of the Genetic and Evolutionary Computation Conference - GECCO 2005. 7th Annual Genetic and Evolutionary Computation Conference - GELCCO 2005, Washington DC, USA, (2141-2148). 25-29 June, 2005. 71   0
Gallagher, Marcus Reginald (2000). Multi-layer Perceptron Error Surfaces: Visualization, Structure and Modelling PhD Thesis, Computer Science and Electrical Engineering, University of Queensland. 206 4
Gallagher, M. R. and Deacon, P. (2002). Neural networks and the classification of mineralogical samples using x-ray spectra. In: L. Wang, J. Rajapaske, K. Fukushima, S. Lee and X. Yao, Proceedings of the Ninth International Conference on Neural Information Processing. Ninth International Conference on Neural Information Processing, Singapore, (2683-2687). 18-22 November, 2002. 48   0
Yuan, B. and Gallagher, M. R. (2003). On building a principled framework for evaluating and testing evolutionary algorithms: A continuous landscape generator. In: R. Sarker, R. Reynolds and H. Abbass, 2003 Congress on Evolutionary Computation. The 2003 Congress on Evolutionary Computation (CEC '03), Canberra, Australia, (451-458). 8-12 December 2003. doi:10.1109/CEC.2003.1299610 61   1 Cited 10 times in Scopus10 0
Yuan, B. and Gallagher, M. R. (2005). On the importance of diversity maintenance in estimation of distribution algorithms. In: H-G Beyer and U. O'Reilly et al., Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2005. 7th Annual Genetic and Evolutionary Computation Conference GECCO 2005, Washington DC, USA, (719-726). 25-29 June, 2005. 84 3 5
Luo, Wei, Gallagher, Marcus and Wiles, Janet (2013) Parameter-free search of time-series discord. Journal of Computer Science and Technology, 28 2: 300-310. doi:10.1007/s11390-013-1330-8 40   0 Cited 2 times in Scopus2 0

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