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 | 194 | 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 | 79 | 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 | 66 | 2018 |
Interpretability in the medical field: A systematic mapping and review study H Hakkoum, I Abnane, A Idri Applied Soft Computing 117, 108391, 2022 | 40 | 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 | 39 | 2019 |
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 | 32 | 2020 |
Fuzzy analogy based effort estimation: An empirical comparative study A Idri, I Abnane 2017 IEEE International Conference on Computer and Information Technology …, 2017 | 32 | 2017 |
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 | 27 | 2021 |
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 |
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 |
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 | 21 | 2019 |
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 | 20 | 2018 |
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 |
Improved analogy-based effort estimation with incomplete mixed data I Abnane, A Idri 2018 Federated Conference on Computer Science and Information Systems …, 2018 | 16 | 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 | 12 | 2020 |
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 | 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 |
Data preprocessing in knowledge discovery in breast cancer: systematic mapping study I Chlioui, A Idri, I Abnane Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2020 | 9 | 2020 |
Breast cancer classification with missing data imputation I Chlioui, A Idri, I Abnane, JMC de Gea, JL Fernández-Alemán New Knowledge in Information Systems and Technologies: Volume 3, 13-23, 2019 | 9 | 2019 |
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 | 8 | 2020 |