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Jeannie Fitzgerald
Jeannie Fitzgerald
Bio-developmental Systems Group, University of Limerick
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A bootstrapping approach to reduce over-fitting in genetic programming
J Fitzgerald, RMA Azad, C Ryan
Proceedings of the 15th annual conference companion on Genetic and …, 2013
342013
Image classification with genetic programming: Building a stage 1 computer aided detector for breast cancer
C Ryan, J Fitzgerald, K Krawiec, D Medernach
Handbook of Genetic Programming Applications, 245-287, 2015
172015
On size, complexity and generalisation error in GP
J Fitzgerald, C Ryan
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
152014
Building a stage 1 computer aided detector for breast cancer using genetic programming
C Ryan, K Krawiec, UM O’Reilly, J Fitzgerald, D Medernach
Genetic Programming: 17th European Conference, EuroGP 2014, Granada, Spain …, 2014
152014
Exploring boundaries: optimising individual class boundaries for binary classification problem
J Fitzgerald, C Ryan
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
142012
A new wave: a dynamic approach to genetic programming
D Medernach, J Fitzgerald, RMA Azad, C Ryan
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 757-764, 2016
122016
On the efficiency of multi-core grammatical evolution (MCGE) evolving multi-core parallel programs
G Chennupati, J Fitzgerald, C Ryan
2014 Sixth World Congress on Nature and Biologically Inspired Computing …, 2014
122014
GEML: Evolutionary unsupervised and semi-supervised learning of multi-class classification with grammatical evolution
JM Fitzgerald, RMA Azad, C Ryan
2015 7th International Joint Conference on Computational Intelligence (IJCCI …, 2015
82015
An integrated approach to stage 1 breast cancer detection
JM Fitzgerald, C Ryan, D Medernach, K Krawiec
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
82015
A hybrid approach to the problem of class imbalance
J Fitzgerald, C Ryan
International Conference on Soft Computing, Brno, Czech Republic, 2013
72013
A comparative study of classification methods for flash memory error rate prediction
B Fitzgerald, J Fitzgerald, C Ryan, J Sullivan
The International Conference on Advanced Machine Learning Technologies and …, 2018
62018
Bootstrapping to reduce bloat and improve generalisation in genetic programming
J Fitzgerald, RMA Azad, C Ryan
Proceedings of the 15th annual conference companion on Genetic and …, 2013
62013
Drawing boundaries: using individual evolved class boundaries for binary classification problems
J Fitzgerald, C Ryan
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
62011
Wave: A genetic programming approach to divide and conquer
D Medernach, J Fitzgerald, RMA Azad, C Ryan
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
52015
Individualized self-adaptive genetic operators with adaptive selection in Genetic Programming
J Fitzgerald, C Ryan
2013 World Congress on Nature and Biologically Inspired Computing, 232-237, 2013
52013
Evolution of heterogeneous cellular automata in fluctuating environments
D Medernach, S Carrignon, R Doursat, T Kowaliw, J Fitzgerald, C Ryan
Artificial Life Conference Proceedings, 216-223, 2016
42016
Wave: Incremental erosion of residual error
D Medernach, J Fitzgerald, RMA Azad, C Ryan
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
42015
Bias and variance reduction strategies for improving generalisation performance of genetic programming on binary classification tasks
J Fitzgerald
University of Limerick, 2014
32014
Validation sets for evolutionary curtailment with improved generalisation
J Fitzgerald, C Ryan
International Conference on Hybrid Information Technology, 282-289, 2011
32011
For sale or wanted: directed crossover in adjudicated space
JM Fitzgerald, C Ryan
2015 7th International Joint Conference on Computational Intelligence (IJCCI …, 2015
12015
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