| Interpretability in the medical field: A systematic mapping and review study H Hakkoum, I Abnane, A Idri Applied Soft Computing 117, 108391, 2022 | 57 | 2022 |
| Ensemble blood glucose prediction in diabetes mellitus: A review MZ Wadghiri, A Idri, T El Idrissi, H Hakkoum Computers in Biology and Medicine 147, 105674, 2022 | 30 | 2022 |
| Assessing and comparing interpretability techniques for artificial neural networks breast cancer classification H Hakkoum, A Idri, I Abnane Computer methods in biomechanics and biomedical engineering: imaging …, 2021 | 29 | 2021 |
| Artificial neural networks interpretation using LIME for breast cancer diagnosis H Hakkoum, A Idri, I Abnane Trends and Innovations in Information Systems and Technologies: Volume 3 8 …, 2020 | 13 | 2020 |
| Global and local interpretability techniques of supervised machine learning black box models for numerical medical data H Hakkoum, A Idri, I Abnane Engineering Applications of Artificial Intelligence 131, 107829, 2024 | 11 | 2024 |
| Explainability of MLP Based Species Distribution Models: A Case Study. I El Assari, H Hakkoum, A Idri ICAART (3), 690-697, 2023 | 1 | 2023 |
| Does Categorical Encoding Affect the Interpretability of a Multilayer Perceptron for Breast Cancer Classification? H Hakkoum, A Idri, I Abnane, JL Fernades-Aleman DATA, 351-358, 2023 | 1 | 2023 |
| A Systematic Map of Interpretability in Medicine. H Hakkoum, I Abnane, A Idri HEALTHINF, 719-726, 2022 | 1 | 2022 |
| Assessing the effectiveness of dimensionality reduction on the interpretability of opaque machine learning-based attack detection systems H Zouhri, A Idri, H Hakkoum Computers and Electrical Engineering 120, 109627, 2024 | | 2024 |
| Evaluating Interpretability of Multilayer Perceptron and Support Vector Machines for Breast Cancer Classification H Hakkoum, I Abnane, A Idri 2022 IEEE/ACS 19th International Conference on Computer Systems and …, 2022 | | 2022 |
| A Comparative Study on the Impact of Categorical Encoding on Black Box Model Interpretability H Hakkoum, A Idri | | |
