Gene Selection for Microarray Data Classification Using Hybrid Meta-Heuristics. - Nassima Dif; Mohamed Walid Attaoui; Zakaria Elberrichi (MISC, 2018)

A Multi-Verse Optimizer Approach for Instance Selection and Optimizing 1-NN Algorithm. - Nassima Dif; Zakaria Elberrichi (Int. J. Strateg. Inf. Technol. Appl., 2018)

An Enhanced Recursive Firefly Algorithm for Informative Gene Selection. - Nassima Dif; Zakaria Elberrichi (Int. J. Swarm Intell. Res., 2019)

Efficient Regularization Framework for Histopathological Image Classification Using Convolutional Neural Networks. - Nassima Dif; Zakaria Elberrichi (Int. J. Cogn. Informatics Nat. Intell., 2020)

A New Deep Learning Model Selection Method for Colorectal Cancer Classification. - Nassima Dif; Zakaria Elberrichi (Int. J. Swarm Intell. Res., 2020)

A New Intra Fine-Tuning Method Between Histopathological Datasets in Deep Learning. - Nassima Dif; Zakaria Elberrichi (Int. J. Serv. Sci. Manag. Eng. Technol., 2020)

L'apprentissage profond pour le traitement des images. (Deep learning methods for histopathological images classification). - Nassima Dif (2020)

Deep Learning Methods for Mitosis Detection in Breast Cancer Histopathological Images: A Comprehensive Review. - Nassima Dif; Zakaria Elberrichi (AI and ML for Digital Pathology, 2020)

A Novel Dynamic Hybridization Method for Best Feature Selection. - Nassima Dif; Zakaria Elberrichi (Int. J. Appl. Metaheuristic Comput., 2021)

An Automatic Blocking Keys Selection For Efficient Record Linkage. - Hamid Naceur Benkhaled; Djamal Berrabah; Nassima Dif; Faouzi Boufarès (Int. J. Organ. Collect. Intell., 2021)

Transfer learning from synthetic labels for histopathological images classification. - Nassima Dif; Mohammed Oualid Attaoui; Zakaria Elberrichi; Mustapha Lebbah; Hanene Azzag (Appl. Intell., 2022)

Regions of interest selection in histopathological images using subspace and multi-objective stream clustering. - Mohammed Oualid Attaoui; Nassima Dif; Hanene Azzag; Mustapha Lebbah (Vis. Comput., 2023)

An Efficient Transferred Cascade System for COVID-19 Detection from Chest X-ray Images. - Nassima Dif; Zakaria Elberrichi (Informatica (Slovenia), 2024)

New attention-gated residual deep convolutional network for accurate lung segmentation in chest x-rays. - Nesrine Boudoukhani; Zakaria Elberrichi; Latefa Oulladji; Nassima Dif (Evol. Syst., 2024)

BrainAR: Automated Brain Tumor Diagnosis With Deep Learning and 3D Augmented Reality Visualization. - Meriem Khedir; Kahina Amara; Nassima Dif; Oussama Kerdjidj; Shadi Atalla; Naeem Ramzan (IEEE Access, 2025)

FCC-FMLO and FLeft-FRight: two novel multi-view fusion techniques for breast density assessment from mammograms. - Nassima Dif; Mohamed El Amine Boudinar; Mohamed Amine Abdelali; Jesia Asma Benchouk; Sidi Mohammed Benslimane (Multim. Tools Appl., 2025)