Seuraa
Nargiz Humbatova
Nargiz Humbatova
Postdoctoral Researcher, USI Università della Svizzera italiana
Vahvistettu sähköpostiosoite verkkotunnuksessa usi.ch - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
2862020
Testing machine learning based systems: a systematic mapping
V Riccio, G Jahangirova, A Stocco, N Humbatova, M Weiss, P Tonella
Empirical Software Engineering 25, 5193-5254, 2020
2512020
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
1202021
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
482021
Repairing dnn architecture: Are we there yet?
J Kim, N Humbatova, G Jahangirova, P Tonella, S Yoo
2023 IEEE Conference on Software Testing, Verification and Validation (ICST …, 2023
222023
Deepcrime: from real faults to mutation testing tool for deep learning
N Humbatova, G Jahangirova, P Tonella
2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023
42023
muPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults
DG Thomas, M Biagiola, N Humbatova, M Wardat, G Jahangirova, ...
arXiv preprint arXiv:2408.15150, 2024
12024
Spectral Analysis of the Relation between Deep Learning Faults and Neural Activation Values
N Humbatova, G Jahangirova, P Tonella
17th IEEE International Conference on Software Testing, Verification and …, 2024
12024
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