Taxonomy of real faults in deep learning systems N Humbatova, G Jahangirova, G Bavota, V Riccio, A Stocco, P Tonella Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020 | 224 | 2020 |
Testing machine learning based systems: a systematic mapping V Riccio, G Jahangirova, A Stocco, N Humbatova, M Weiss, P Tonella Empirical Software Engineering 25 (6), 5193-5254, 2020 | 188 | 2020 |
DeepCrime: mutation testing of deep learning systems based on real faults N Humbatova, G Jahangirova, P Tonella Proceedings of the 30th ACM SIGSOFT International Symposium on Software …, 2021 | 77 | 2021 |
DeepMetis: Augmenting a Deep Learning Test Set to Increase its Mutation Score V Riccio, N Humbatova, G Jahangirova, P Tonella 2021 36th IEEE/ACM International Conference on Automated Software …, 2021 | 28 | 2021 |