Articles with public access mandates - Paolo TonellaLearn more
Not available anywhere: 2
An empirical evaluation of mutation operators for deep learning systems
G Jahangirova, P Tonella
2020 IEEE 13th International Conference on Software Testing, Validation and …, 2020
Mandates: European Commission
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
Mandates: European Commission
Available somewhere: 54
Automated test case generation as a many-objective optimisation problem with dynamic selection of the targets
A Panichella, FM Kifetew, P Tonella
IEEE Transactions on Software Engineering 44 (2), 122-158, 2017
Mandates: Luxembourg National Research Fund
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
Mandates: Swiss National Science Foundation, European Commission
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
Mandates: European Commission
Misbehaviour prediction for autonomous driving systems
A Stocco, M Weiss, M Calzana, P Tonella
Proceedings of the ACM/IEEE 42nd international conference on software …, 2020
Mandates: European Commission
A survey of automated code-level aspect mining techniques
A Kellens, K Mens, P Tonella
Transactions on aspect-oriented software development IV, 143-162, 2007
Mandates: Research Foundation (Flanders)
Model-based exploration of the frontier of behaviours for deep learning system testing
V Riccio, P Tonella
Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020
Mandates: European Commission
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
Mandates: European Commission
Deep reinforcement learning for black-box testing of android apps
A Romdhana, A Merlo, M Ceccato, P Tonella
ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (4), 1-29, 2022
Mandates: European Commission, Government of Italy
Why do record/replay tests of web applications break?
M Hammoudi, G Rothermel, P Tonella
2016 IEEE International Conference on Software Testing, Verification and …, 2016
Mandates: US National Science Foundation
Mind the gap! A study on the transferability of virtual versus physical-world testing of autonomous driving systems
A Stocco, B Pulfer, P Tonella
IEEE Transactions on Software Engineering 49 (4), 1928-1940, 2022
Mandates: European Commission
Deephyperion: exploring the feature space of deep learning-based systems through illumination search
T Zohdinasab, V Riccio, A Gambi, P Tonella
Proceedings of the 30th ACM SIGSOFT International Symposium on Software …, 2021
Mandates: European Commission
Quality metrics and oracles for autonomous vehicles testing
G Jahangirova, A Stocco, P Tonella
2021 14th IEEE conference on software testing, verification and validation …, 2021
Mandates: European Commission
Simple techniques work surprisingly well for neural network test prioritization and active learning (replicability study)
M Weiss, P Tonella
Proceedings of the 31st ACM SIGSOFT International Symposium on Software …, 2022
Mandates: European Commission
Generating metamorphic relations for cyber-physical systems with genetic programming: an industrial case study
J Ayerdi, V Terragni, A Arrieta, P Tonella, G Sagardui, M Arratibel
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
Mandates: European Commission, Government of Spain
Search-based synthesis of equivalent method sequences
A Goffi, A Gorla, A Mattavelli, M Pezzè, P Tonella
Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations …, 2014
Mandates: Swiss National Science Foundation, European Commission
Evolutionary improvement of assertion oracles
V Terragni, G Jahangirova, P Tonella, M Pezzè
Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020
Mandates: Swiss National Science Foundation, European Commission
Towards anomaly detectors that learn continuously
A Stocco, P Tonella
2020 IEEE international symposium on software reliability engineering …, 2020
Mandates: European Commission
Efficient and effective feature space exploration for testing deep learning systems
T Zohdinasab, V Riccio, A Gambi, P Tonella
ACM Transactions on Software Engineering and Methodology 32 (2), 1-38, 2023
Mandates: German Research Foundation, European Commission
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