Items where Author is "Phelan, J."
Ngan, K. H., Phelan, J., Townsend, J. (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. (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. (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. (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.
