Items where Author is "Phelan, J."
Ngan, K. H., Phelan, J., Townsend, J. & Garcez, A. D. 
ORCID: 0000-0001-7375-9518 (2024).
Symbolic Knowledge Extraction and Distillation into Convolutional Neural Networks to Improve Medical Image Classification.
In:
2024 International Joint Conference on Neural Networks (IJCNN).
2024 International Joint Conference on Neural Networks (IJCNN), 30 Jun - 5 Jul 2024, Yokohama, Japan.
doi: 10.1109/ijcnn60899.2024.10650683
Ngan, K. H., Mansouri-Benssassi, E., Phelan, J. , Townsend, J. & Garcez, A. D. (2024). From explanation to intervention: Interactive knowledge extraction from Convolutional Neural Networks used in radiology. PLoS ONE, 19(4), article number e0293967. doi: 10.1371/journal.pone.0293967
White, A., Ngan, K. H., Phelan, J. , Ryan, K., Afgeh, S. S., Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 & d’Avila Garcez, A. (2023).
Contrastive counterfactual visual explanations with overdetermination.
Machine Learning, 112(9),
pp. 3497-3525.
doi: 10.1007/s10994-023-06333-w
Ngan, K. H., Phelan, J., Mansouri-Benssassi, E. , Townsend, J. & d'Avila Garcez, A. S. (2023). Closing the Neural-Symbolic Cycle: Knowledge Extraction, User Intervention and Distillation from Convolutional Neural Networks. In: CEUR Workshop Proceedings. 17th International Workshop on Neural-Symbolic Learning and Reasoning, 3-5 Jul 2023, Siena, Italy.