Automatic Identification of Diabetes Diseases using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-Nearest Neighbor. - Meryem Saidi; Mohammed Amine Chikh; Nesma Settouti (CIIA, 2011)

Diagnosis of Diabetes Diseases Using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-nearest Neighbor. - Mohammed Amine Chikh; Meryem Saidi; Nesma Settouti (J. Medical Syst., 2012)

Application of pixel selection in pixel-based classification for automatic white blood cell segmentation. - Meryem Saidi; Mohammed El Amine Bechar; Nesma Settouti; Mohammed Amine Chikh (MedPRAI, 2016)

Comparaison of Ensemble Cost Sensitive Algorithms: Application to Credit Scoring Prediction. - Meryem Saidi; Mostafa El Habib Daho; Nesma Settouti; Mohammed El Amine Bechar (ICAASE, 2018)

Instances selection algorithm by ensemble margin. - Meryem Saidi; Mohammed El Amine Bechar; Nesma Settouti; Mohammed Amine Chikh (J. Exp. Theor. Artif. Intell., 2018)

Semi-Supervised learning with Collaborative Bagged Multi-label K-Nearest-Neighbors. - Nesma Settouti; Khalida Douibi; Mohammed El Amine Bechar; Mostafa El Habib Daho; Meryem Saidi (Open Comput. Sci., 2019)

An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation. - Nesma Settouti; Meryem Saidi; Mohammed El Amine Bechar; Mostafa El Habib Daho; Mohammed Amine Chikh (Pattern Anal. Appl., 2020)

Preliminary analysis of explainable machine learning methods for multiple myeloma chemotherapy treatment recognition. - Nesma Settouti; Meryem Saidi (Evol. Intell., 2024)