Publications

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Filters: Keyword is Performance  [Clear All Filters]
2022
C. Lahmar et Idri, A., « Deep hybrid architectures for diabetic retinopathy classification », Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, 2022.
O. Habibi, Chemmakha, M., et Lazaar, M., « Effect of Features Extraction and Selection on the Evaluation of Machine Learning Models », in IFAC-PapersOnLine, 2022, vol. 55, p. 462-467.
M. Z. Wadghiri, Idri, A., T. Idrissi, E., et Hakkoum, H., « Ensemble blood glucose prediction in diabetes mellitus: A review », Computers in Biology and Medicine, vol. 147, 2022.
E. I. Karfi et S. Fkihi, E., « An Ensemble of Arabic Transformer-based Models for Arabic Sentiment Analysis », International Journal of Advanced Computer Science and Applications, vol. 13, p. 561-567, 2022.
N. Ounasser, Rhanoui, M., Mikram, M., et Asri, B. E., « Generative and Autoencoder Models for Large-Scale Mutivariate Unsupervised Anomaly Detection », Smart Innovation, Systems and Technologies, vol. 237, p. 45-58, 2022.
L. Ajallouda, Fagroud, F. Z., Zellou, A., et Lahmar, E. B., « KP-USE: An Unsupervised Approach for Key-Phrases Extraction from Documents », International Journal of Advanced Computer Science and Applications, vol. 13, p. 283-289, 2022.
K. Najmani, Ajallouda, L., Benlahmar, E. H., Sael, N., et Zellou, A., « Offline and Online Evaluation for Recommender Systems », in 2022 International Conference on Intelligent Systems and Computer Vision, ISCV 2022, 2022.
J. J. López-Jiménez, Fernandez-Aleman, J. L., González, L. L., Sequeros, O. G., Valle, B. M., García-Berná, J. A., Idri, A., et Toval, A., « Taking the pulse of a classroom with a gamified audience response system », Computer Methods and Programs in Biomedicine, vol. 213, 2022.
E. - S. Azougaghe, Farchane, A., Safi, S., et Belkasmi, M., « Turbo decoding of concatenated codes based on RS codes using adapted scaling factors », Infocommunications Journal, vol. 14, p. 11-16, 2022.
H. Benhar, Hosni, M., et Idri, A., « Univariate and Multivariate Filter Feature Selection for Heart Disease Classification », Journal of Information Science and Engineering, vol. 38, p. 791-803, 2022.
2021
H. Benbriqa, Abnane, I., Idri, A., et Tabiti, K., « Deep and Ensemble Learning Based Land Use and Land Cover Classification », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12951 LNCS, p. 588-604, 2021.
E. B. Ouassif, Idri, A., et Hosni, M., « Investigating Accuracy and Diversity in Heterogeneous Ensembles for Breast Cancer Classification », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12950 LNCS, p. 263-281, 2021.
B. Btissam et Driss, B., « Partially Connected Neural Networks for an Efficient Classification of Traffic Signs », in Conference of Open Innovation Association, FRUCT, 2021, vol. 2021-October, p. 16-23.
2020
I. Chlioui, Idri, A., et Abnane, I., « Data preprocessing in knowledge discovery in breast cancer: systematic mapping study », Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, vol. 8, p. 547-561, 2020.

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