Vincenzo De Martino

20 papers A 1Journal 12Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Green Architectural Tactics in ML-enabled Systems: An LLM-based Repository Mining Study.
CoRR
Vincenzo De Martino, Silverio Martínez-Fernández, Fabio Palomba
2025 — conf
A First Look at the Lifecycle of DL-Specific Self-Admitted Technical Debt.
SANER-C
Gilberto Recupito, Vincenzo De Martino, Dario Di Nucci, Fabio Palomba
2025 J jnl
A First Look at the Lifecycle of DL-Specific Self-Admitted Technical Debt.
CoRR
Gilberto Recupito, Vincenzo De Martino, Dario Di Nucci, Fabio Palomba
2025 — conf
A Framework for Using LLMs for Repository Mining Studies in Empirical Software Engineering.
WSESE@ICSE
Vincenzo De Martino, Joel Castaño, Fabio Palomba, Xavier Franch, Silverio Martínez-Fernández
2025 J jnl
A Methodological Framework for LLM-Based Mining of Software Repositories.
CoRR
Vincenzo De Martino, Joel Castaño, Fabio Palomba, Xavier Franch, Silverio Martínez-Fernández
2025 J jnl
Classification and challenges of non-functional requirements in ML-enabled systems: A systematic literature review.
Inf. Softw. Technol.
Vincenzo De Martino, Fabio Palomba
2025 — conf
Do Developers Adopt Green Architectural Tactics for ML-Enabled Systems? A Mining Software Repository Study.
ICSE-SEIS
Vincenzo De Martino, Silverio Martínez-Fernández, Fabio Palomba
2025 J jnl
Does Model Size Matter? A Comparison of Small and Large Language Models for Requirements Classification.
CoRR
Mohammad Amin Zadenoori, Vincenzo De Martino, Jacek Dabrowski, Xavier Franch, Alessio Ferrari
2025 J jnl
Examining the impact of bias mitigation algorithms on the sustainability of ML-enabled systems: A benchmark study.
J. Syst. Softw.
Vincenzo De Martino, Gianmario Voria, Ciro Troiano, Gemma Catolino, Fabio Palomba
2025 J jnl
Green Prompt Engineering: Investigating the Energy Impact of Prompt Design in Software Engineering.
CoRR
Vincenzo De Martino, Mohammad Amin Zadenoori, Xavier Franch, Alessio Ferrari
2025 J jnl
Into the ML-Universe: An improved classification and characterization of machine-learning projects.
J. Syst. Softw.
Vincenzo De Martino, Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba
2025 J jnl
Sustainability of Machine Learning-Enabled Systems: The Machine Learning Practitioner's Perspective.
CoRR
Vincenzo De Martino, Stefano Lambiase, Fabiano Pecorelli, Willem-Jan van den Heuvel, Filomena Ferrucci, Fabio Palomba
2025 — conf
Teaching Software Engineering for Artificial Intelligence: An Experience Report.
SEAA (3)
Fabio Palomba, Gianmario Voria, Alessandra Parziale, Viviana Pentangelo, Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Giammaria Giordano
2024 — conf
Accelerating 3D Scene Development for the Metaverse: Lessons from Photogrammetry and Manual Modeling.
iMETA
Viviana Pentangelo, Dario Di Dario, Vincenzo De Martino, Marco Dello Buono, Stefano Lambiase
2024 A conf
Continuous Quality Improvement of AI-based Systems: the QualAI Project.
ESEM
Nicole Novielli, Rocco Oliveto, Fabio Palomba, Fabio Calefato, Giuseppe Colavito, Vincenzo De Martino, Antonio Della Porta, Giammaria Giordano, Emanuela Guglielmi, Filippo Lanubile, Luigi Quaranta, Gilberto Recupito, Simone Scalabrino, Angelica Spina, Antonio Vitale
2024 J jnl
Do Developers Adopt Green Architectural Tactics for ML-Enabled Systems? A Mining Software Repository Study.
CoRR
Vincenzo De Martino, Silverio Martínez-Fernández, Fabio Palomba
2024 J jnl
Experiences from Using LLMs for Repository Mining Studies in Empirical Software Engineering.
CoRR
Vincenzo De Martino, Joel Castaño, Fabio Palomba, Xavier Franch, Silverio Martínez-Fernández
2024 — conf
QualAI: Continuous Quality Improvement of AI-based Systems.
RCIS Workshops
Nicole Novielli, Rocco Oliveto, Fabio Palomba, Fabio Calefato, Giuseppe Colavito, Vincenzo De Martino, Antonio Della Porta, Giammaria Giordano, Emanuela Guglielmi, Filippo Lanubile, Luigi Quaranta, Gilberto Recupito, Simone Scalabrino, Angelica Spina, Antonio Vitale
2024 — conf
Using Large Language Models to Support Software Engineering Documentation in Waterfall Life Cycles: Are We There Yet?
Ital-IA
Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Carmine Iemmino, Gemma Catolino, Dario Di Nucci, Fabio Palomba
2023 J jnl
Classification, Challenges, and Automated Approaches to Handle Non-Functional Requirements in ML-Enabled Systems: A Systematic Literature Review.
CoRR
Vincenzo De Martino, Fabio Palomba