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2020 – today
- 2026
[j8]Alfonso Cannavale
, Gianmario Voria, Antonio Scognamiglio, Giammaria Giordano, Gemma Catolino, Fabio Palomba:
Fairness set and forgotten: Mining fairness toolkit usage in open-source machine learning projects. Inf. Softw. Technol. 190: 107957 (2026)- [j7]Gianmario Voria, Benedetto Scala, Leopoldo Todisco, Carlo Venditto, Giammaria Giordano, Gemma Catolino, Fabio Palomba:
Fair and square? Evaluating fairness of LLM-generated synthetic datasets. Inf. Softw. Technol. 191: 107980 (2026) - 2025
- [j6]Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba:
When code smells meet ML: on the lifecycle of ML-specific code smells in ML-enabled systems. Empir. Softw. Eng. 30(5): 139 (2025) - [j5]Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba:
Fairness on a budget, across the board: A cost-effective evaluation of fairness-aware practices across contexts, tasks, and sensitive attributes. Inf. Softw. Technol. 188: 107858 (2025) - [j4]Vincenzo De Martino, Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba:
Into the ML-Universe: An improved classification and characterization of machine-learning projects. J. Syst. Softw. 230: 112471 (2025) - [c13]Giammaria Giordano, Antonio Della Porta, Filomena Ferrucci, Fabio Palomba:
An Evidence-Based Study on the Relationship of Software Engineering Practices on Code Smells in Python ML Projects. SEAA (3) 2025: 105-120 - [c12]Damian A. Tamburri, Haotian Zhang, Kelly Blincoe, Rick Kazman, Giammaria Giordano, Valeria Pontillo, Fabio Palomba:
"The Candle is Burning Out on its Own..": Modeling Fatigue and Empathy Among Chinese Developers. SEAA (3) 2025: 155-173 - [c11]Fabio Palomba, Gianmario Voria, Alessandra Parziale, Viviana Pentangelo, Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Giammaria Giordano:
Teaching Software Engineering for Artificial Intelligence: An Experience Report. SEAA (3) 2025: 214-230 - [c10]Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba:
Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation. SANER-C 2025: 1-8 - [d6]Gerardo Festa, Giammaria Giordano, Valeria Pontillo, Massimiliano Di Penta, Fabio Palomba, Damian Andrew Tamburri:
Pythonic vs Refactorable Pythonic: On the Relationship between Pythonic Idioms and Code Quality in Machine Learning Projects. Version 1. Zenodo, 2025 [all versions]
- [d5]Gerardo Festa, Giammaria Giordano, Valeria Pontillo, Massimiliano Di Penta, Fabio Palomba, Damian Andrew Tamburri:
Pythonic vs Refactorable Pythonic: On the Relationship between Pythonic Idioms and Code Quality in Machine Learning Projects. Version 2. Zenodo, 2025 [all versions] - [d4]Gerardo Festa, Giammaria Giordano, Valeria Pontillo, Massimiliano Di Penta, Fabio Palomba, Damian Andrew Tamburri:
Pythonic vs Refactorable Pythonic: On the Relationship between Pythonic Idioms and Code Quality in Machine Learning Projects. Version 3. Zenodo, 2025 [all versions] - [d3]Gerardo Festa, Giammaria Giordano, Valeria Pontillo, Massimiliano Di Penta, Damian Andrew Tamburri, Fabio Palomba:
Pythonic vs Refactorable Pythonic: On the Relationship between Pythonic Idioms and Code Quality in Machine Learning Projects. Version 4. Zenodo, 2025 [all versions] - [d2]Luca Morelli, Fabio Palomba, Gilberto Recupito, Giammaria Giordano, Antonio Della Porta, Damian Andrew Tamburri, Giuseppe Cascavilla:
CRANE CRs Dataset. Zenodo, 2025 - [d1]Luca Morelli, Gilberto Recupito, Antonio Della Porta, Giammaria Giordano, Dario Di Nucci, Fabio Palomba, Andrea De Lucia:
When Personality Is not Enough: A Replication Study on Personality-Based Team Performance Prediction in Educational Contexts. Zenodo, 2025 - [i4]Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba:
Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation. CoRR abs/2503.15622 (2025) - 2024
- [j3]Giammaria Giordano, Gerardo Festa, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino:
On the adoption and effects of source code reuse on defect proneness and maintenance effort. Empir. Softw. Eng. 29(1): 20 (2024) - [c9]Davide La Gamba, Gerardo Iuliano, Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba:
Toward a Search-Based Approach to Support the Design of Security Tests for Malicious Network Traffic. EASE 2024: 624-628 - [c8]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:
Continuous Quality Improvement of AI-based Systems: the QualAI Project. ESEM 2024: 603-607 - [c7]Fabio Palomba, Andrea Di Sorbo, Davide Di Ruscio, Filomena Ferrucci, Gemma Catolino, Giammaria Giordano, Dario Di Dario, Gianmario Voria, Viviana Pentangelo, Maria Tortorella, Arnaldo Sgueglia, Claudio Di Sipio, Giordano d'Aloisio, Antinisca Di Marco:
FRINGE: context-aware FaiRness engineerING in complex software systEms. ESEM 2024: 608-612 - [c6]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:
QualAI: Continuous Quality Improvement of AI-based Systems. RCIS Workshops 2024 - [i3]Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba:
When Code Smells Meet ML: On the Lifecycle of ML-specific Code Smells in ML-enabled Systems. CoRR abs/2403.08311 (2024) - [i2]Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano, Gemma Catolino, Fabio Palomba:
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative? CoRR abs/2412.15920 (2024) - 2023
- [j2]Francesco Amato, Matteo Cicalese, Luca Contrasto, Giacomo Cubicciotti, Gerardo D'Ambola, Antonio La Marca, Giuseppe Pagano, Fiorentino Tomeo, Gennaro Alessio Robertazzi, Gabriele Vassallo, Giovanni Acampora, Autilia Vitiello, Gemma Catolino, Giammaria Giordano, Stefano Lambiase, Valeria Pontillo, Giulia Sellitto, Filomena Ferrucci, Fabio Palomba:
QuantuMoonLight: A low-code platform to experiment with quantum machine learning. SoftwareX 22: 101399 (2023) - [c5]Giammaria Giordano, Giulia Sellitto, Aurelio Sepe, Fabio Palomba, Filomena Ferrucci:
The Yin and Yang of Software Quality: On the Relationship between Design Patterns and Code Smells. SEAA 2023: 227-234 - [c4]Giammaria Giordano, Giusy Annunziata, Andrea De Lucia, Fabio Palomba:
Understanding Developer Practices and Code Smells Diffusion in AI-Enabled Software: A Preliminary Study. IWSM-Mensura 2023 - [c3]Giammaria Giordano, Valeria Pontillo, Giusy Annunziata, Antonio Cimino, Filomena Ferrucci, Fabio Palomba:
How May Deep Learning Testing Inform Model Generalizability? The Case of Image Classification. SATToSE 2023: 40-47 - 2022
- [j1]Giammaria Giordano, Fabio Palomba, Filomena Ferrucci:
On the use of artificial intelligence to deal with privacy in IoT systems: A systematic literature review. J. Syst. Softw. 193: 111475 (2022) - [c2]Giammaria Giordano, Fabio Palomba, Filomena Ferrucci:
A Preliminary Conceptualization and Analysis on Automated Static Analysis Tools for Vulnerability Detection in Android Apps. SEAA 2022: 201-208 - [c1]Giammaria Giordano, Antonio Fasulo, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino:
On the Evolution of Inheritance and Delegation Mechanisms and Their Impact on Code Quality. SANER 2022: 947-958 - [i1]Giammaria Giordano, Gerardo Festa, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino:
On the Adoption and Effects of Source Code Reuse on Defect Proneness and Maintenance Effort. CoRR abs/2208.07471 (2022)
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last updated on 2026-02-05 23:50 CET by the dblp team
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