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Allan de Lima
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GRAPE: Grammatical Algorithms in Python for Evolution
A de Lima, S Carvalho, D Mota Dias, E Naredo, J P. Sullivan, C Ryan
Signals 3 (3), 642-663, 2022
212022
Explainable machine learning methods and respiratory oscillometry for the diagnosis of respiratory abnormalities in sarcoidosis
AD de Lima, AJ Lopes, JLM do Amaral, PL de Melo
BMC Medical Informatics and Decision Making 22 (1), 274, 2022
142022
Lexi2 lexicase selection with lexicographic parsimony pressure
A de Lima, S Carvalho, DM Dias, E Naredo, JP Sullivan, C Ryan
Proceedings of the Genetic and Evolutionary Computation Conference, 929-937, 2022
112022
Grammar-guided evolution of the u-net
M Mahdinejad, A Murphy, M Tetteh, A de Lima, P Healy, C Ryan
International Conference on the Applications of Evolutionary Computation …, 2023
62023
Interpretable solutions for breast cancer diagnosis with grammatical evolution and data augmentation
Y Hasan, A Lima, F Amerehi, DRF Bulnes, P Healy, C Ryan
International Conference on the Applications of Evolutionary Computation …, 2024
52024
Evolving multi-output digital circuits using multi-genome grammatical evolution
M Tetteh, A de Lima, J McEllin, A Murphy, DM Dias, C Ryan
Algorithms 16 (8), 365, 2023
22023
Error and correlation as fitness functions for scaled symbolic regression in grammatical evolution
A Murphy, A De Lima, D Mota Dias, C Ryan
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
22023
Fuzzy Pattern Trees for Classification Problems Using Genetic Programming
A de Lima, S Carvalho, DM Dias, J Amaral, JP Sullivan, C Ryan
European Conference on Genetic Programming (Part of EvoStar), 3-20, 2024
12024
On fitting numerical features into probabilistic distributions to represent data for fuzzy pattern trees
A de Lima, JFH Albarracín, DM Dias, J Amaral, C Ryan
Genetic Programming and Evolvable Machines 26 (2), 25, 2025
2025
GraCo: Towards GRammar Assisted COunterfactuals
DK Singh, A de Lima, D Reyes Fernández de Bulnes, C Ryan
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2025
2025
Improving Breast Cancer Diagnosis Using Grammatical Evolution-Based Feature Selection
Y Hasan, A de Lima, E Namjoo, DF de Bulnes, JFH Albarracín, C Ryan
SN Computer Science 6 (4), 306, 2025
2025
Grammatical Feature Construction for Enhanced Interpretability in Breast Cancer Classification
Y Hasan, A de Lima, DRF de Bulnes, DM Dias, C Ryan
International Conference on the Applications of Evolutionary Computation …, 2025
2025
Feature Encapsulation by Stages in the Regression Domain Using Grammatical Evolution
D Reyes Fernández de Bulnes, A de Lima, E Galván, C Ryan
International Conference on Parallel Problem Solving from Nature, 105-120, 2024
2024
Feature Encapsulation by Stages Using Grammatical Evolution
D Reyes Fernández De Bulnes, A De Lima, A Murphy, D Mota Dias, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
2024
Leap Mapping: Improving Grammatical Evolution for Modularity Problems
A De Lima, S Carvalho, D Dias, J Sullivan, C Ryan
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
2023
On Switching Selection Methods to Increase Parsimony Pressure.
A de Lima, S Carvalho, DM Dias, JP Sullivan, C Ryan
IJCCI, 96-107, 2023
2023
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Articles 1–16