Melanoma skin cancer detection using deep learning and classical machine learning techniques: A hybrid approach. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Mounir Sayadi (ATSIP, 2020)

Selection of statistic textural features for skin disease characterization toward melanoma detection. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (CoDIT, 2022)

A Supervised Quantification of the Color Names Characterizing the Visual Component Color in the ABCD Dermatological Criteria for a Further Melanoma Inspection. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (ICT4AWE, 2022)

Extracting Color Name Features Utilized for Skin Disease Characterization and Comparing It to Other Representations Describing the ABCD Dermatological Criteria for Melanoma Inspection. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Eric Moreau; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (ICT4AWE (Revised Selected Papers), 2022)

Ugly Duckling Concept for Melanoma Detection: A PCA-Based Outlier Detection Method with CNN-Based Feature Vectors. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (CoDIT, 2023)

PedSaF: Pedestrian Safety First a dataset for unveiling pedestrian safety behavior dynamics through data analysis and machine learning. - Maissa Chaibi; Dorra Zorgui; Jinen Daghrir (CoDIT, 2024)

EoFNets: EyeonFlare Networks to predict solar flare using Temporal Convolutional Network (TCN). - Besma Guesmi; Jinen Daghrir; David Moloney; Carlos Urbina Ortega; Gianluca Furano; Giuseppe Mandorlo; Elena Hervas-Martin; José Luis Espinosa-Aranda (CoDIT, 2024)

A Streamlined Lesion Segmentation Method Using Deep Learning and Image Processing for a Further Melanoma Diagnosis. - Jinen Daghrir; Wafa Mbarki; Lotfi Tlig; Moez Bouchouicha; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (ICT4AWE, 2025)