Jeannie Fitzgerald

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Evolution of Heterogeneous Cellular Automata in Fluctuating Environments.

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Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

2015

Image Classification with Genetic Programming: Building a Stage 1 Computer Aided Detector for Breast Cancer.

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Proceedings of the Handbook of Genetic Programming Applications, 2015

Adjudicated GP: A Behavioural Approach to Selective Breeding.

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Proceedings of the Computational Intelligence - International Joint Conference, 2015

For Sale or Wanted: Directed Crossover in Adjudicated Space.

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Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification.

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Proceedings of the Computational Intelligence - International Joint Conference, 2015

GEML: Evolutionary Unsupervised and Semi-Supervised Learning of Multi-class Classification with Grammatical Evolution.

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Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Wave: A Genetic Programming Approach to Divide and Conquer.

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Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Wave: Incremental Erosion of Residual Error.

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Proceedings of the Genetic and Evolutionary Computation Conference, 2015

An Integrated Approach to Stage 1 Breast Cancer Detection.

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Krzysztof Krawiec

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Evolutionary Progress in Heterogenous Cellular Automata (HetCA).

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Proceedings of the Thirteenth European Conference Artificial Life, 2015

2014

Balancing exploration and exploitation in genetic programming using inversion with individualized self-adaptation.

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Int. J. Hybrid Intell. Syst., 2014

On the efficiency of Multi-core Grammatical Evolution (MCGE) evolving multi-core parallel programs.

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Gopinath Chennupati

Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

On size, complexity and generalisation error in GP.

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Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Building a Stage 1 Computer Aided Detector for Breast Cancer Using Genetic Programming.

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Proceedings of the Genetic Programming - 17th European Conference, 2014

2013

Individualized self-adaptive genetic operators with adaptive selection in Genetic Programming.

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Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013

A bootstrapping approach to reduce over-fitting in genetic programming.

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Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Bootstrapping to reduce bloat and improve generalisation in genetic programming.

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Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Exploring boundaries: optimising individual class boundaries for binary classification problem.

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Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Validation Sets, Genetic Programming and Generalisation.

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Proceedings of the Research and Development in Intelligent Systems XXVIII, 2011

Validation Sets for Evolutionary Curtailment with Improved Generalisation.

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Proceedings of the Convergence and Hybrid Information Technology, 2011

Drawing boundaries: using individual evolved class boundaries for binary classification problems.

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