Giammaria Giordano

26 papers A 4B 2Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fair and square? Evaluating fairness of LLM-generated synthetic datasets.
Inf. Softw. Technol.
Gianmario Voria, Benedetto Scala, Leopoldo Todisco, Carlo Venditto, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2026 J jnl
Fairness set and forgotten: Mining fairness toolkit usage in open-source machine learning projects.
Inf. Softw. Technol.
Alfonso Cannavale, Gianmario Voria, Antonio Scognamiglio, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2025 — conf
"The Candle is Burning Out on its Own..": Modeling Fatigue and Empathy Among Chinese Developers.
SEAA (3)
Damian A. Tamburri, Haotian Zhang, Kelly Blincoe, Rick Kazman, Giammaria Giordano, Valeria Pontillo, Fabio Palomba
2025 — conf
An Evidence-Based Study on the Relationship of Software Engineering Practices on Code Smells in Python ML Projects.
SEAA (3)
Giammaria Giordano, Antonio Della Porta, Filomena Ferrucci, Fabio Palomba
2025 — conf
Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation.
SANER-C
Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
2025 J jnl
Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation.
CoRR
Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
2025 — conf
Detecting Semantic Data Smells with BERT: A Transformer-Based Approach to Data Quality.
MLOps@ECAI
Gilberto Recupito, Giammaria Giordano, Dario Di Nucci, Fabio Palomba
2025 J jnl
Fairness on a budget, across the board: A cost-effective evaluation of fairness-aware practices across contexts, tasks, and sensitive attributes.
Inf. Softw. Technol.
Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
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 — 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
2025 J jnl
When code smells meet ML: on the lifecycle of ML-specific code smells in ML-enabled systems.
Empir. Softw. Eng.
Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba
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
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?
CoRR
Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2024 A conf
FRINGE: context-aware FaiRness engineerING in complex software systEms.
ESEM
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
2024 J jnl
On the adoption and effects of source code reuse on defect proneness and maintenance effort.
Empir. Softw. Eng.
Giammaria Giordano, Gerardo Festa, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino
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 A conf
Toward a Search-Based Approach to Support the Design of Security Tests for Malicious Network Traffic.
EASE
Davide La Gamba, Gerardo Iuliano, Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba
2024 J jnl
When Code Smells Meet ML: On the Lifecycle of ML-specific Code Smells in ML-enabled Systems.
CoRR
Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba
2023 — conf
How May Deep Learning Testing Inform Model Generalizability? The Case of Image Classification.
SATToSE
Giammaria Giordano, Valeria Pontillo, Giusy Annunziata, Antonio Cimino, Filomena Ferrucci, Fabio Palomba
2023 J jnl
QuantuMoonLight: A low-code platform to experiment with quantum machine learning.
SoftwareX
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
2023 B conf
The Yin and Yang of Software Quality: On the Relationship between Design Patterns and Code Smells.
SEAA
Giammaria Giordano, Giulia Sellitto, Aurelio Sepe, Fabio Palomba, Filomena Ferrucci
2023 — conf
Understanding Developer Practices and Code Smells Diffusion in AI-Enabled Software: A Preliminary Study.
IWSM-Mensura
Giammaria Giordano, Giusy Annunziata, Andrea De Lucia, Fabio Palomba
2022 B conf
A Preliminary Conceptualization and Analysis on Automated Static Analysis Tools for Vulnerability Detection in Android Apps.
SEAA
Giammaria Giordano, Fabio Palomba, Filomena Ferrucci
2022 J jnl
On the Adoption and Effects of Source Code Reuse on Defect Proneness and Maintenance Effort.
CoRR
Giammaria Giordano, Gerardo Festa, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino
2022 A conf
On the Evolution of Inheritance and Delegation Mechanisms and Their Impact on Code Quality.
SANER
Giammaria Giordano, Antonio Fasulo, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino
2022 J jnl
On the use of artificial intelligence to deal with privacy in IoT systems: A systematic literature review.
J. Syst. Softw.
Giammaria Giordano, Fabio Palomba, Filomena Ferrucci