A Transfer Learning Approach for Diabetic Retinopathy and Diabetic Macular Edema Severity Grading. - Nida Nasir; Neda Afreen; Ranjeeta Patel; Simran Kaur 002; Mustafa Sameer (Rev. d'Intelligence Artif., 2021)

A Framework for Cardiac Arrest Prediction via Application of Ensemble Learning Using Boosting Algorithms. - Shafaque Aziz; Neda Afreen; Faiz Akram; Muneeb Ahmed (ICMLDE, 2023)

Towards Explainable Educational Recommendation through Path Reasoning Methods. - Neda Afreen; Giacomo Balloccu; Ludovico Boratto; Gianni Fenu; Mirko Marras (IIR, 2023)

An inception V3 approach for malware classification using machine learning and transfer learning. - Mumtaz Ahmed; Neda Afreen; Muneeb Ahmed; Mustafa Sameer; Jameel Ahamed (Int. J. Intell. Networks, 2023)

EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration. - Neda Afreen; Giacomo Balloccu; Ludovico Boratto; Gianni Fenu; Francesca Maridina Malloci; Mirko Marras; Andrea Giovanni Martis (CIKM, 2024)

Explainable and Faithful Educational Recommendations through Causal Language Modelling via Knowledge Graphs. - Neda Afreen (RecSys, 2024)

Learner-centered Ontology for Explainable Educational Recommendation. - Neda Afreen; Giacomo Balloccu; Ludovico Boratto; Gianni Fenu; Francesca Maridina Malloci; Mirko Marras; Andrea Giovanni Martis (UMAP (Adjunct Publication), 2024)

Alzheimer's Magnetic Resonance Imaging Classification Using Deep and Meta-Learning Models. - Nida Nasir; Muneeb Ahmed; Neda Afreen; Mustafa Sameer (CoRR, 2024)

Can Path-Based Explainable Recommendation Methods based on Knowledge Graphs Generalize for Personalized Education? - Neda Afreen; Giacomo Balloccu; Ludovico Boratto; Gianni Fenu; Francesca Maridina Malloci; Mirko Marras; Andrea Giovanni Martis (UMAP, 2025)