| 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 | 278 | 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, 5193-5254, 2020 | 236 | 2020 |
| 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 | 132 | 2020 |
| Sbst tool competition 2021 S Panichella, A Gambi, F Zampetti, V Riccio 2021 IEEE/ACM 14th International Workshop on Search-Based Software Testing …, 2021 | 94 | 2021 |
| 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 | 74 | 2021 |
| SBST tool competition 2022 A Gambi, G Jahangirova, V Riccio, F Zampetti Proceedings of the 15th Workshop on Search-Based Software Testing, 25-32, 2022 | 48 | 2022 |
| Combining automated gui exploration of android apps with capture and replay through machine learning D Amalfitano, V Riccio, N Amatucci, V De Simone, AR Fasolino Information and Software Technology 105, 95-116, 2019 | 43 | 2019 |
| Why does the orientation change mess up my Android application? From GUI failures to code faults D Amalfitano, V Riccio, ACR Paiva, AR Fasolino Software Testing, Verification and Reliability 28 (1), e1654, 2018 | 43 | 2018 |
| 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 | 39 | 2021 |
| 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 | 37 | 2023 |
| SBFT Tool Competition 2023-Cyber-Physical Systems Track M Biagiola, S Klikovits, J Peltomäki, V Riccio 2023 IEEE/ACM International Workshop on Search-Based and Fuzz Testing (SBFT), 2023 | 29 | 2023 |
| When and why test generators for deep learning produce invalid inputs: an empirical study V Riccio, P Tonella 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023 | 23 | 2023 |
| Do memories haunt you? An automated black box testing approach for detecting memory leaks in android apps D Amalfitano, V Riccio, P Tramontana, AR Fasolino IEEE Access 8, 12217-12231, 2020 | 22 | 2020 |
| Is this the lifecycle we really want? an automated black-box testing approach for Android activities V Riccio, D Amalfitano, AR Fasolino Companion Proceedings for the ISSTA/ECOOP 2018 Workshops, 68-77, 2018 | 14 | 2018 |
| Towards a Thing-In-the-Loop approach for the verification and validation of IoT systems D Amalfitano, N Amatucci, V De Simone, V Riccio, FA Rita Proceedings of the 1st ACM Workshop on the Internet of Safe Things, 57-63, 2017 | 12 | 2017 |
| Two is better than one: digital siblings to improve autonomous driving testing M Biagiola, A Stocco, V Riccio, P Tonella Empirical Software Engineering 29 (4), 1-33, 2024 | 7 | 2024 |
| DeepAtash: Focused Test Generation for Deep Learning Systems Z Tahereh, V Riccio, T Paolo Proceedings of the ACM SIGSOFT International Symposium on Software Testing …, 2023 | 7* | 2023 |
| Does Road Diversity Really Matter in Testing Automated Driving Systems?--A Registered Report S Klikovits, V Riccio, E Castellano, A Cetinkaya, A Gambi, P Arcaini arXiv preprint arXiv:2209.05947, 2022 | 4 | 2022 |
| Comparing model coverage and code coverage in model driven testing: an exploratory study D Amalfitano, V De Simone, AR Fasolino, V Riccio 2015 30th IEEE/ACM International Conference on Automated Software …, 2015 | 4 | 2015 |
| An Empirical Study on Low-and High-Level Explanations of Deep Learning Misbehaviours T Zohdinasab, V Riccio, P Tonella 2023 ACM/IEEE International Symposium on Empirical Software Engineering and …, 2023 | 3 | 2023 |
Paolo TonellaUniversità della Svizzera italiana (USI)Verified email at usi.ch
