SismaDL: an ontology to represent post-disaster regulation. - Francesca Caroccia; Damiano D'Agostino; Giordano d'Aloisio; Antinisca Di Marco; Giovanni Stilo (BIR Workshops, 2021)

Enhancing Fairness in Classification Tasks with Multiple Variables: A Data- and Model-Agnostic Approach. - Giordano d'Aloisio; Giovanni Stilo; Antinisca Di Marco; Andrea D'Angelo (BIAS, 2022)

Quality-Driven Machine Learning-based Data Science Pipeline Realization: a software engineering approach. - Giordano d'Aloisio (ICSE-Companion, 2022)

DIORAMA: Digital twIn fOR sustAinable territorial MAnagement. - Andrea Bianchi; Giordano d'Aloisio; Andrea D'Angelo; Antinisca Di Marco; Alessandro Di Matteo; Jessica Léone; Giulia Scoccia; Giovanni Stilo; Luca Traini (itaDATA, 2022)

Modeling Quality and Machine Learning Pipelines through Extended Feature Models. - Giordano d'Aloisio; Antinisca Di Marco; Giovanni Stilo (CoRR, 2022)

Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. - Francesca Marzi; Giordano d'Aloisio; Antinisca Di Marco; Giovanni Stilo (ECSA (Tracks, Workshops and Doctoral Symposium), 2023)

Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. - Giordano d'Aloisio; Andrea D'Angelo; Francesca Marzi; Diana Di Marco; Giovanni Stilo; Antinisca Di Marco (ECSA (Tracks, Workshops and Doctoral Symposium), 2023)

Democratizing Quality-Based Machine Learning Development through Extended Feature Models. - Giordano d'Aloisio; Antinisca Di Marco; Giovanni Stilo (FASE, 2023)

A Decision Tree to Shepherd Scientists through Data Retrievability. - Andrea Bianchi; Giordano d'Aloisio; Francesca Marzi; Antinisca Di Marco (CoRR, 2023)

Debiaser for Multiple Variables to enhance fairness in classification tasks. - Giordano d'Aloisio; Andrea D'Angelo; Antinisca Di Marco; Giovanni Stilo (Inf. Process. Manag., 2023)

FRINGE: context-aware FaiRness engineerING in complex software systEms. - 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; et al. (ESEM, 2024)

Exploring LLM-Driven Explanations for Quantum Algorithms. - Giordano d'Aloisio; Sophie Fortz; Carol Hanna; Daniel Fortunato; Avner Bensoussan; Eñaut Mendiluze Usandizaga; Federica Sarro (ESEM, 2024)

Engineering a Digital Twin for Diagnosis and Treatment of Multiple Sclerosis. - Giordano d'Aloisio; Alessandro Di Matteo; Alessia Cipriani; Daniele Lozzi; Enrico Mattei; Gennaro Zanfardino; Antinisca Di Marco; Giuseppe Placidi (MoDELS (Companion), 2024)

Grammar-Based Anomaly Detection of Microservice Systems Execution Traces. - Andrea D'Angelo; Giordano d'Aloisio (ICPE (Companion), 2024)

How fair are we? From conceptualization to automated assessment of fairness definitions. - Giordano d'Aloisio; Claudio Di Sipio; Antinisca Di Marco; Davide Di Ruscio (CoRR, 2024)

GreenStableYolo: Optimizing Inference Time and Image Quality of Text-to-Image Generation. - Jingzhi Gong; Sisi Li; Giordano d'Aloisio; Zishuo Ding; Yulong Ye; William B. Langdon; Federica Sarro (CoRR, 2024)

Uncovering gender gap in academia: A comprehensive analysis within the software engineering community. - Andrea D'Angelo; Giordano d'Aloisio; Francesca Marzi; Antinisca Di Marco; Giovanni Stilo (J. Syst. Softw., 2024)

On the Compression of Language Models for Code: An Empirical Study on CodeBERT. - Giordano d'Aloisio; Luca Traini; Federica Sarro; Antinisca Di Marco (SANER, 2025)

MANILA: A Low-Code Application to Benchmark Machine Learning Models and Fairness-Enhancing Methods. - Giordano d'Aloisio (SIGSOFT FSE Companion, 2025)

How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias. - Tosin Fadahunsi; Giordano d'Aloisio; Antinisca Di Marco; Federica Sarro (CoRR, 2025)

Investigating the Role of LLMs Hyperparameter Tuning and Prompt Engineering to Support Domain Modeling. - Vladyslav Bulhakov; Giordano d'Aloisio; Claudio Di Sipio; Antinisca Di Marco; Davide Di Ruscio (CoRR, 2025)

SustainDiffusion: Optimising the Social and Environmental Sustainability of Stable Diffusion Models. - Giordano d'Aloisio; Tosin Fadahunsi; Jay Choy; Rebecca Moussa; Federica Sarro (CoRR, 2025)