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Mike O'Neill

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University College Dublin

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Prof Michael O'Neill is Full Professor of Business Analytics in the UCD School of Business, and a founding Director of the UCD Natural Computing Research & Applications Group. He is currently Subject Area Head of Management Information Systems in the UCD College of Business, and has previously served in a number of senior leadership roles including Associate Dean - Director of the UCD Michael Smurfit Graduate Business School, Vice-Principal UCD College of Business (Research, Innovation & Impact), and Director of UCD's Institute for interdisciplinary research, the UCD Complex & Adaptive Systems Laboratory (CASL).

One of the inventors of Grammatical Evolution, he is the lead author of the seminal book on this subject, and is independently ranked as one of the all time top 5 researchers in Genetic Programming. In 2019 his team won the HUMIES Gold Award for Human-competitive Artificial Intelligence on Cellular Networks presented at the ACM GECCO 2019 conference in Prague. This follows his team winning the HUMIES Bronze Award for Innovative Truss Design presented at the ACM GECCO 2017 conference in Berlin.

  • Publications
2020
Saber T, Lynch D, Fagan D, Kucera S, Claussen H, O'Neill M.  2020.  Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks. IEEE Congress on Evolutionary Computation .
Lynch D, McDermott J, O'Neill M.  2020.  Program Synthesis in a Continuous Space Using Grammars and Variational Autoencoders. Parallel Problem Solving from Nature – PPSN XVI.
2019
Saber T, Gandibleux X, O'Neill M, Murphy L, Ventresque A.  2019.  A comparative study of multi-objective machine reassignment algorithms for data centres . Journal of Heuristics.
Connor M, Fagan D, O'Neill M.  2019.  Optimising Team Sport Training Plans With Grammatical Evolution. 2019 IEEE Congress on Evolutionary Computation (CEC).
Le N, Brabazon A, O'Neill M.  2019.  The Evolution of Self-taught Neural Networks in a Multi-agent Environment. EvoApplications 2019.
Le N, O'Neill M, Brabazon A.  2019.  How Learning Strategies Can Promote an Evolving Population in Dynamic Environments. 2019 IEEE Congress on Evolutionary Computation (CEC).
Lynch D, Saber T, Kucera S, Claussen H, O'Neill M.  2019.  Evolutionary learning of link allocation algorithms for 5G heterogeneous wireless communications networks.
Le N, O'Neill M, Brabazon A.  2019.  Evolutionary Consequences of Learning Strategies in a Dynamic Rugged Landscape.
O'Neill M, Brabazon A.  2019.  Business analytics capability, organisational value and competitive advantage. Journal of Business Analytics. 2:1-14.
Lynch D, Fenton M, Fagan D, Kucera S, Claussen H, O'Neill M.  2019.  Automated Self-Optimization in Heterogeneous Wireless Communications Networks. IEEE/ACM Transactions on Networking. PP:1-14.

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