| Reviewing ensemble classification methods in breast cancer M Hosni, I Abnane, A Idri, JMC de Gea, JLF Alemán Computer methods and programs in biomedicine 177, 89-112, 2019 | 218 | 2019 |
| Missing data techniques in analogy-based software development effort estimation A Idri, I Abnane, A Abran Journal of Systems and Software 117, 595-611, 2016 | 83 | 2016 |
| Evaluating Pred(p) and standardized accuracy criteria in software development effort estimation A Idri, I Abnane, A Abran Journal of Software: Evolution and Process 30 (4), e1925, 2018 | 77 | 2018 |
| Interpretability in the medical field: A systematic mapping and review study H Hakkoum, I Abnane, A Idri Applied Soft Computing 117, 108391, 2022 | 66 | 2022 |
| Predicting blood glucose using an LSTM neural network T El Idriss, A Idri, I Abnane, Z Bakkoury 2019 federated conference on computer science and information systems …, 2019 | 51 | 2019 |
| Fuzzy analogy based effort estimation: An empirical comparative study A Idri, I Abnane 2017 IEEE International Conference on Computer and Information Technology …, 2017 | 37 | 2017 |
| Assessing the impact of parameters tuning in ensemble based breast Cancer classification A Idri, EO Bouchra, M Hosni, I Abnane Health and Technology 10 (5), 1239-1255, 2020 | 35 | 2020 |
| 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 | 34 | 2021 |
| 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 | 27 | 2024 |
| Systematic mapping study of missing values techniques in software engineering data A Idri, I Abnane, A Abran 2015 IEEE/ACIS 16th International Conference on Software Engineering …, 2015 | 26 | 2015 |
| Analogy software effort estimation using ensemble KNN imputation I Abnane, M Hosni, A Idri, A Abran 2019 45th Euromicro Conference on Software Engineering and Advanced …, 2019 | 24 | 2019 |
| A systematic mapping study for ensemble classification methods in cardiovascular disease M Hosni, JM Carrillo de Gea, A Idri, M El Bajta, JL Fernández Alemán, ... Artificial Intelligence Review 54, 2827-2861, 2021 | 22 | 2021 |
| Support vector regression‐based imputation in analogy‐based software development effort estimation A Idri, I Abnane, A Abran Journal of Software: Evolution and Process 30 (12), e2114, 2018 | 21 | 2018 |
| Improved analogy-based effort estimation with incomplete mixed data I Abnane, A Idri 2018 Federated Conference on Computer Science and Information Systems …, 2018 | 20 | 2018 |
| 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 | 16 | 2020 |
| Impact of parameter tuning on machine learning based breast cancer classification A Idri, M Hosni, I Abnane, JM Carrillo de Gea, JL Fernández Alemán New Knowledge in Information Systems and Technologies: Volume 3, 115-125, 2019 | 16 | 2019 |
| Fuzzy case‐based‐reasoning‐based imputation for incomplete data in software engineering repositories I Abnane, A Idri, A Abran Journal of Software: Evolution and Process, 2020 | 12 | 2020 |
| Evaluating ensemble imputation in software effort estimation I Abnane, A Idri, I Chlioui, A Abran Empirical Software Engineering 28 (2), 56, 2023 | 11 | 2023 |
| Missing data techniques in classification for cardiovascular dysautonomias diagnosis A Idri, I Kadi, I Abnane, JL Fernandez-Aleman Medical & Biological Engineering & Computing 58, 2863-2878, 2020 | 11 | 2020 |
| Evaluating fuzzy analogy on incomplete software projects data I Abnane, A Idri 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016 | 11 | 2016 |