Publications

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2008
A. Idri, Zahi, A., Mendes, E., et Zakrani, A., « Software cost estimation models using radial basis function neural networks », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4895 LNCS, p. 21-31, 2008.
2012
A. Idri et Amazal, F. A., « Software cost estimation by fuzzy analogy for ISBSG repository », in World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf., 2012, vol. 7, p. 863-868.
L. Cheikhi, Al-Qutaish, R. E., et Idri, A., « Software productivity: Harmonization in ISO/IEEE software engineering standards », Journal of Software, vol. 7, p. 462-470, 2012.
2013
A. Idri et Zahi, A., « Software cost estimation by classical and Fuzzy Analogy for Web Hypermedia Applications: A replicated study », in Proceedings of the 2013 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, 2013, p. 207-213.
2016
S. Elmidaoui, Cheikhi, L., et Idri, A., « A survey of empirical studies in software product maintainability prediction models », in SITA 2016 - 11th International Conference on Intelligent Systems: Theories and Applications, 2016.
2017
M. Hosni et Idri, A., « Software effort estimation using classical analogy ensembles based on random subspace », in Proceedings of the ACM Symposium on Applied Computing, 2017, vol. Part F128005, p. 1251-1258.
A. Idri et Cheikhi, L., « A survey of secondary studies in software process improvement », in Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA, 2017.
L. Sardi, Idri, A., et Fernandez-Aleman, J. L., « A systematic review of gamification in e-Health », Journal of Biomedical Informatics, vol. 71, p. 31-48, 2017.
2018
M. E. Bajta, Idri, A., Ros, J. N., Fernandez-Aleman, J. L., de Gea, J. M. C., García, F., et Toval, A., « Software project management approaches for global software development: A systematic mapping study », Tsinghua Science and Technology, vol. 23, p. 690-714, 2018.
A. Idri, Abnane, I., et Abran, A., « Support vector regression-based imputation in analogy-based software development effort estimation », Journal of Software: Evolution and Process, vol. 30, 2018.
S. Y. Chadli et Idri, A., « A survey on the impact of risk factors and mitigation strategies in global software development », Advances in Intelligent Systems and Computing, vol. 746, p. 408-417, 2018.
S. Ouhbi, Fernandez-Aleman, J. L., Toval, A., J. Pozo, R., et Idri, A., « Sustainability requirements for connected health applications », Journal of Software: Evolution and Process, vol. 30, 2018.
A. Idri, Chlioui, I., et B. Ouassif, E., « A systematic map of data analytics in breast cancer », in ACM International Conference Proceeding Series, 2018.
A. Idri, Benhar, H., Fernandez-Aleman, J. L., et Kadi, I., « A systematic map of medical data preprocessing in knowledge discovery », Computer Methods and Programs in Biomedicine, vol. 162, p. 69-85, 2018.
K. Moumane et Idri, A., « A systematic map of mobile software usability evaluation », Advances in Intelligent Systems and Computing, vol. 746, p. 58-67, 2018.
2019
A. B. Nassif, Azzeh, M., Idri, A., et Abran, A., « Software development effort estimation using regression fuzzy models », Computational Intelligence and Neuroscience, vol. 2019, 2019.
H. Benhar, Idri, A., et Fernandez-Aleman, J. L., « A Systematic Mapping Study of Data Preparation in Heart Disease Knowledge Discovery », Journal of Medical Systems, vol. 43, 2019.
2020
A. Zakrani, Idri, A., et Hain, M., « Software Effort Estimation Using an Optimal Trees Ensemble: An Empirical Comparative Study », Smart Innovation, Systems and Technologies, vol. 146, p. 72-82, 2020.
M. Kharbouch, Idri, A., Redman, L., Alami, H., Fernandez-Aleman, J. L., et Toval, A., « Software Requirement Catalog on Acceptability, Usability, Internationalization and Sustainability for Contraception mPHRs », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12252 LNCS, p. 894-905, 2020.
E. T. Idrissi, Idri, A., Kadi, I., et Bakkoury, Z., « Strategies of multi-step-ahead forecasting for blood glucose level using LSTM neural networks: A comparative study », in HEALTHINF 2020 - 13th International Conference on Health Informatics, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020, 2020, p. 337-344.
2021
M. Hosni, de Gea, J. M. Carrillo, Idri, A., M. Bajta, E., Alemán, J. L. Fernández, García-Mateos, G., et Abnane, I., « A systematic mapping study for ensemble classification methods in cardiovascular disease », Artificial Intelligence Review, vol. 54, p. 2827-2861, 2021.
2022
S. El-Ateif et Idri, A., « Single-modality and joint fusion deep learning for diabetic retinopathy diagnosis », Scientific African, vol. 17, 2022.
F. Idlahcen et Idri, A., « Systematic Map of Data Mining for Gynecologic Oncology », Lecture Notes in Networks and Systems, vol. 468 LNNS, p. 466-475, 2022.
A. Zizaan et Idri, A., « Systematic Map of Machine Learning Based Breast Cancer Screening », Lecture Notes in Networks and Systems, vol. 468 LNNS, p. 425-434, 2022.

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