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Luigi Quaranta
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KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle
L Quaranta, F Calefato, F Lanubile
2021 IEEE/ACM 18th International Conference on Mining Software Repositories …, 2021
472021
A replication study on code comprehension and expertise using lightweight biometric sensors
D Fucci, D Girardi, N Novielli, L Quaranta, F Lanubile
2019 IEEE/ACM 27th International Conference on Program Comprehension (ICPC …, 2019
392019
Eliciting Best Practices for Collaboration with Computational Notebooks
L Quaranta, F Calefato, F Lanubile
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW1), 1-41, 2022
212022
A Preliminary Investigation of MLOps Practices in GitHub
F Calefato, F Lanubile, L Quaranta
Proceedings of the 16th ACM/IEEE International Symposium on Empirical …, 2022
172022
Towards recognizing the emotions of developers using biometrics: the design of a field study
D Girardi, F Lanubile, N Novielli, L Quaranta, A Serebrenik
2019 IEEE/ACM 4th International Workshop on Emotion Awareness in Software …, 2019
172019
EMTk-the emotion mining toolkit
F Calefato, F Lanubile, N Novielli, L Quaranta
2019 IEEE/ACM 4th International Workshop on Emotion Awareness in Software …, 2019
152019
Assessing clinical features of adolescents suffering from depression who engage in non-suicidal self-injury
M Serra, A Presicci, L Quaranta, E Caputo, M Achille, F Margari, F Croce, ...
Children 9 (2), 201, 2022
112022
Depressive risk among Italian socioeconomically disadvantaged children and adolescents during COVID-19 pandemic: a cross-sectional online survey
M Serra, A Presicci, L Quaranta, MRE Urbano, L Marzulli, E Matera, ...
Italian Journal of Pediatrics 48 (1), 68, 2022
82022
A Taxonomy of Tools for Reproducible Machine Learning Experiments
L Quaranta, F Calefato, F Lanubile
Proceedings of the AIxIA 2021 Discussion Papers Workshop (AIxIA DP 2021 …, 2021
82021
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists
F Lanubile, F Calefato, L Quaranta, M Amoruso, F Fumarola, M Filannino
2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI …, 2021
72021
Pynblint: a static analyzer for Python Jupyter notebooks
L Quaranta, F Calefato, F Lanubile
Proceedings of the 1st International Conference on AI Engineering: Software …, 2022
52022
EMTk: The Emotion Mining Toolkit (SEmotion’19)
F Calefato, F Lanubile, N Novielli, L Quaranta
IEEE Press, 2019
52019
Teaching MLOps in higher education through project-based learning
F Lanubile, S Martínez-Fernández, L Quaranta
2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023
42023
Assessing the Use of AutoML for Data-Driven Software Engineering
F Calefato, L Quaranta, F Lanubile, M Kalinowski
2023 ACM/IEEE International Symposium on Empirical Software Engineering and …, 2023
32023
Training future ML engineers: a project-based course on MLOps
F Lanubile, S Martínez-Fernández, L Quaranta
IEEE software, 2023
22023
Assessing the quality of computational notebooks for a frictionless transition from exploration to production
L Quaranta
Proceedings of the ACM/IEEE 44th International Conference on Software …, 2022
22022
A Multivocal Literature Review on the Benefits and Limitations of Automated Machine Learning Tools
K Azevedo, L Quaranta, F Calefato, M Kalinowski
arXiv preprint arXiv:2401.11366, 2024
12024
A Lot of Talk and a Badge: An Empirical Analysis of Personal Achievements in GitHub
F Calefato, L Quaranta, F Lanubile
arXiv preprint arXiv:2303.14702, 2023
12023
Associations of High-Sensitivity C-Reactive Protein and Interleukin-6 with Depression in a Sample of Italian Adolescents During COVID-19 Pandemic
M Serra, A Presicci, L Quaranta, M Achille, E Caputo, S Medicamento, ...
Neuropsychiatric Disease and Treatment 18, 1287-1297, 2022
12022
Impact of data quality for automatic issue classification using pre-trained language models
G Colavito, F Lanubile, N Novielli, L Quaranta
Journal of Systems and Software 210, 111838, 2024
2024
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