UML Class Model Generation of Images Using Neural Networks. - Irina-Gabriela Nedelcu; Anca Daniela Ionita; Stefan Alexandru Mocanu; Daniela Saru (IWSSIP, 2022)

Educational Support for Automated Classification of UML Diagrams Using Machine Learning. - Irina-Gabriela Nedelcu; Veronica Opranescu; Beatrice-Nicoleta Chiriac; Anca Daniela Ionita (ITS (2), 2024)

Performance of Neural Networks for Recognizing Images of UML Class, Sequence and State Diagrams. - Irina-Gabriela Nedelcu; Stefan Alexandru Mocanu; Daniela Saru; Simona Iuliana Caramihai; Anca Daniela Ionita (ITS (2), 2025)