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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
252013
On size, complexity and generalisation error in GP
J Fitzgerald, C Ryan
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
152014
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
142015
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
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
112012
Building a stage 1 computer aided detector for breast cancer using genetic programming
C Ryan, K Krawiec, UM O’Reilly, J Fitzgerald, D Medernach
European Conference on Genetic Programming, 162-173, 2014
102014
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
92016
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
72013
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
62015
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
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
52013
A comparative study of classification methods for flash memory error rate prediction
B Fitzgerald, J Fitzgerald, C Ryan, J Sullivan
International Conference on Advanced Machine Learning Technologies and …, 2018
42018
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
Evolution of heterogeneous cellular automata in fluctuating environments
D Medernach, S Carrignon, R Doursat, T Kowalik, J Fitzgerald, C Ryan
Proceedings of the Artificial Life Conference 2016, 216-223, 2016
32016
Validation sets for evolutionary curtailment with improved generalisation
J Fitzgerald, C Ryan
International Conference on Hybrid Information Technology, 282-289, 2011
32011
Bias and variance reduction strategies for improving generalisation performance of genetic programming on binary classification tasks
J Fitzgerald
University of Limerick, 2014
22014
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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