Nargiz Humbatova

According to our database, Nargiz Humbatova authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Repairing DNN Architecture: Are We There Yet?

Jinhan Kim, Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella, Shin Yoo

Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2023

DeepCrime: from Real Faults to Mutation Testing Tool for Deep Learning.

Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023

2021

DeepMetis: Augmenting a Deep Learning Test Set to Increase its Mutation Score.

Vincenzo Riccio, Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

DeepCrime: mutation testing of deep learning systems based on real faults.

Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

2020

Testing machine learning based systems: a systematic mapping.

Vincenzo Riccio, Gunel Jahangirova, Andrea Stocco, Nargiz Humbatova, Michael Weiss, Paolo Tonella

Empir. Softw. Eng., 2020

Taxonomy of real faults in deep learning systems.

Nargiz Humbatova, Gunel Jahangirova, Gabriele Bavota, Vincenzo Riccio, Andrea Stocco, Paolo Tonella

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020