A comparison of multi-resolution and multi-orientation for breast cancer diagnosis in the full-field digital mammogram. - Abdelaziz Addioui; Faouzia Benabbou; Sanaa El Filali; Mohamed El Aroussi (ICM, 2015)

What does mean search engine for IOT or IOT search engine. - Fatima Zahra Fagroud; El Habib Ben Lahmar; Mohamed Amine; Hicham Toumi; Sanaa El Filali (BDIoT, 2019)

J48 algorithms of machine learning for predicting user's the acceptance of an E-orientation systems. - Rachida Ihya; Abdelwahed Namir; Sanaa El Filali; Mohammed Ait Daoud; Fatima Zahra Guerss (SCA, 2019)

Perception layer security in the internet of things. - Kawtar Aarika; Meriem Bouhlal; Rachida Ait Abdelouahid; Sanaa Elfilali; E. Benlahmar (FNC/MobiSPC, 2020)

Emotions recognition as innovative tool for improving students' performance and learning approaches. - Meriem Bouhlal; Kawtar Aarika; Rachida Ait Abdelouahid; Sanaa Elfilali; E. Benlahmar (FNC/MobiSPC, 2020)

IOT Search Engines: Exploratory Data Analysis. - Fatima Zahra Fagroud; Lahbib Ajallouda; El Habib Ben Lahmar; Hicham Toumi; Khadija Achtaich; Sanaa El Filali (FNC/MobiSPC, 2020)

Impact of IoT devices in E-Health: A Review on IoT in the context of COVID-19 and its variants. - Fatima Zahra Fagroud; Hicham Toumi; El Habib Ben Lahmar; Mohamed Amine Talhaoui; Khadija Achtaich; Sanaa El Filali (FNC/MobiSPC, 2021)

Machine Learning Algorithms For Breast Cancer Prediction And Diagnosis. - Mohammed Amine Naji; Sanaa El Filali; Kawtar Aarika; El Habib Benlahmar; Rachida Ait Abdelouahid; Olivier Debauche (FNC/MobiSPC, 2021)

Breast Cancer Prediction and Diagnosis through a New Approach based on Majority Voting Ensemble Classifier. - Mohammed Amine Naji; Sanaa El Filali; Meriem Bouhlal; El Habib Benlahmar; Rachida Ait Abdelouhahid; Olivier Debauche (FNC/MobiSPC, 2021)

IoT Architectures: A Brief Survey on Layers' Services. - Fatima Zahra Fagroud; Nouhaila Idrissi; El Habib Ben Lahmar; Ahmed Zellou; Hicham Toumi; Khadija Achtaich; Sanaa El Filali (AISI, 2022)

Overcome medical image data scarcity by data augmentation techniques: A review. - Laila El Jiani; Sanaa El Filali; El Habib Benlahmer (ICM, 2022)

Transfer Learning approach for smart agriculture: Application to Blight Bacteria. - Youness Tace; Sanaa Elfilali; Cherkaoui Leghris; Hassna Bensag; Eric Renault (ICM, 2022)

Dynamic security of IoT network traffic using SDN. - Loubna Elhaloui; Mohamed Tabaa; Sanaa Elfilali; Elhabib Benlahmer (ANT/EDI40, 2023)

Weather Forecasting Using Artificial Neural Network (ANN): A Review. - Oussama Zemnazi; Sanaa El Filali; Sara Ouahabi (FNC/MobiSPC/SEIT, 2024)

Novel approach for detecting Bacterial spot combining Transfer Learning and Large Language Models. - Youness Tace; Mohamed Tabaa; Sanaa Elfilali; Hassna Bensag; Cherkaoui Leghris (ISIVC, 2024)

Deep Learning-Based Approaches Using Medical Imaging for Therapy Response Prediction in Breast Cancer: A Systematic Literature Review. - Laila El Jiani; Sanaa El Filali; El Habib Ben Lahmar; Ihsane Haloum (Int. J. Online Biomed. Eng., 2024)

Developing a Multi-Layer Ontology Construction Framework for Arabic Language Processing: Focus on Figurative Language Potential. - Zouheir Banou; Sanaa El Filali; El Habib Benlahmar; Laila El Jiani; Fatima-Zahra Alaoui (IEEE Access, 2025)