Publications (21)0 Total impact
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Conference Proceeding: Influence of Selection on Structure Learning in Markov Network EDAs: An Empirical Study
Proc. of the 2012 Genetic and Evolutionary Comp. Conf. (GECCO 2012); 01/2012 -
Article: An application of a GA with Markov network surrogate to feature selection
Int'l. Jnl. of Systems Science. 01/2012; -
Article: Influence of Selection on Structure Learning in Markov Network EDAs: An Empirical Study
01/2012; -
Conference Proceeding: Clustering based leaders' selection in multi-objective evolutionary algorithms.
13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011; 01/2011 -
Conference Proceeding: Fitness landscape analysis of Bayesian network structure learning.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011; 01/2011 -
Conference Proceeding: Privacy-preserving approach to bayesian network structure learning from distributed data.
13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011; 01/2011 -
Conference Proceeding: Clustering-Based Leaders' Selection in Multi-Objective Particle Swarm Optimisation.
Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings; 01/2011 -
Conference Proceeding: Accelerated optimisation of chemotherapy dose schedules using fitness inheritance.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010; 01/2010 -
Conference Proceeding: Two novel Ant Colony Optimization approaches for Bayesian network structure learning.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010; 01/2010 -
Conference Proceeding: Evolved Bayesian Network models of rig operations in the gulf of Mexico.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010; 01/2010 -
Conference Proceeding: Using a Markov network as a surrogate fitness function in a genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010; 01/2010 -
Conference Proceeding: Comparative Analysis of Search and Score Metaheuristics for Bayesian Network Structure Learning Using Node Juxtaposition Distributions.
Parallel Problem Solving from Nature - PPSN XI, 11th International Conference, Kraków, Poland, September 11-15, 2010, Proceedings, Part I; 01/2010 -
Conference Proceeding: A Novel Smart Multi-Objective Particle Swarm Optimisation Using Decomposition.
Parallel Problem Solving from Nature - PPSN XI, 11th International Conference, Kraków, Poland, September 11-15, 2010. Proceedings, Part II; 01/2010 -
Conference Proceeding: A fully multivariate DEUM algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18-21 May, 2009; 01/2009 -
Conference Proceeding: Structure learning and optimisation in a Markov-network based estimation of distribution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18-21 May, 2009; 01/2009 -
Conference Proceeding: Bio-control in mushroom farming using a Markov network EDA.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China; 01/2008 -
Conference Proceeding: Fitness directed intervention crossover approaches applied to bio-scheduling problems.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2008, Sun Valley Resort, Sun Valley, Idaho, September 15-17, 2008; 01/2008 -
Conference Proceeding: An application of a multivariate estimation of distribution algorithm to cancer chemotherapy.
Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008; 01/2008 -
Conference Proceeding: Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms.
Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006; 01/2006 -
Conference Proceeding: Smart problem solving environment for medical decision support.
Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005; 01/2005
Institutions
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2005–2008
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The Robert Gordon University
Aberdeen, SCT, United Kingdom
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