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In this chapter we share our experience in running ten editions of the Green Lab course at the Vrije Universiteit Amsterdam, the Netherlands. The course is given in the Software Engineering and Green IT track of the Computer Science Master program of
Externí odkaz:
http://arxiv.org/abs/2407.05689
Autor:
Cursaru, Vlad-Andrei, Duits, Laura, Milligan, Joel, Ural, Damla, Sanchez, Berta Rodriguez, Stoico, Vincenzo, Malavolta, Ivano
Context. Nowadays, 83% of software developers use Large Language Models (LLMs) to generate code. LLMs recently became essential to increase the productivity of software developers and decrease the time and cost of software development. Developers ran
Externí odkaz:
http://arxiv.org/abs/2405.03616
Autor:
Omar, Rafiullah, Bogner, Justus, Leest, Joran, Stoico, Vincenzo, Lago, Patricia, Muccini, Henry
ML-enabled systems that are deployed in a production environment typically suffer from decaying model prediction quality through concept drift, i.e., a gradual change in the statistical characteristics of a certain real-world domain. To combat this,
Externí odkaz:
http://arxiv.org/abs/2404.19452
Publikováno v:
Information and Software Technology 157 (2023): 107159
Software quality estimation is a challenging and time-consuming activity, and models are crucial to face the complexity of such activity on modern software applications. In this context, software refactoring is a crucial activity within development l
Externí odkaz:
http://arxiv.org/abs/2301.09531
On the impact of Performance Antipatterns in multi-objective software model refactoring optimization
Publikováno v:
47th Euromicro Conference on Software Engineering and Advanced Applications, 2021, pages 224--233
Software quality estimation is a challenging and time-consuming activity, and models are crucial to face the complexity of such activity on modern software applications. One main challenge is that the improvement of distinctive quality attributes may
Externí odkaz:
http://arxiv.org/abs/2107.06127
Autor:
Zoppini, Giacomo, Trombetta, Maddalena, Pastore, Ilaria, Brangani, Corinna, Cacciatori, Vittorio, Negri, Carlo, Perrone, Fabrizia, Pichiri, Isabella, Stoico, Vincenzo, Travia, Daniela, Rinaldi, Elisabetta, Da Prato, Giuliana, Bittante, Cristina, Bonadonna, Riccardo C., Bonora, Enzo
Publikováno v:
In Diabetes Research and Clinical Practice May 2021 175
Publikováno v:
In Microprocessors and Microsystems September 2020 77
Autor:
Salvotelli, Laura, Stoico, Vincenzo, Perrone, Fabrizia, Cacciatori, Vittorio, Negri, Carlo, Brangani, Corinna, Pichiri, Isabella, Targher, Giovanni, Bonora, Enzo, Zoppini, Giacomo
Publikováno v:
In Journal of Diabetes and Its Complications November-December 2015 29(8):1066-1070
Akademický článek
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Autor:
Zoppini, Giacomo, Negri, Carlo, Stoico, Vincenzo, Casati, Stefano, Pichiri, Isabella, Bonora, Enzo
Publikováno v:
In Metabolism 2012 61(1):22-29