| Debiaser for Multiple Variables to enhance fairness in classification tasks G d’Aloisio, A D’Angelo, A Di Marco, G Stilo Information Processing & Management 60 (2), 103226, 2023 | 13 | 2023 |
| Modeling quality and machine learning pipelines through extended feature models G d'Aloisio, A Di Marco, G Stilo arXiv preprint arXiv:2207.07528, 2022 | 8 | 2022 |
| The toolkit disaster preparedness for pre-disaster planning D Di Ludovico, C Capannolo, G d'Aloisio International journal of disaster risk reduction 96, 103889, 2023 | 7 | 2023 |
| Democratizing Quality-Based Machine Learning Development through Extended Feature Models G d’Aloisio, A Di Marco, G Stilo International Conference on Fundamental Approaches to Software Engineering …, 2023 | 5 | 2023 |
| How fair are we? From conceptualization to automated assessment of fairness definitions G d'Aloisio, C Di Sipio, A Di Marco, D Di Ruscio arXiv preprint arXiv:2404.09919, 2024 | 4 | 2024 |
| Quality-driven machine learning-based data science pipeline realization: a software engineering approach G d'Aloisio Proceedings of the ACM/IEEE 44th International Conference on Software …, 2022 | 4 | 2022 |
| Enhancing Fairness in Classification Tasks with Multiple Variables: A Data-and Model-Agnostic Approach G d’Aloisio, G Stilo, A Di Marco, A D’Angelo International Workshop on Algorithmic Bias in Search and Recommendation, 117-129, 2022 | 4 | 2022 |
| Uncovering gender gap in academia: A comprehensive analysis within the software engineering community A D’Angelo, G d’Aloisio, F Marzi, A Di Marco, G Stilo Journal of Systems and Software, 112162, 2024 | 3 | 2024 |
| DIORAMA: Digital twIn fOR sustAinable territorial MAnagement. A Bianchi, G d'Aloisio, A D'Angelo, A Di Marco, A Di Matteo, J Léone, ... itaDATA, 144-155, 2022 | 3 | 2022 |
| GreenStableYolo: Optimizing inference time and image quality of text-to-image generation J Gong, S Li, G d’Aloisio, Z Ding, Y Ye, WB Langdon, F Sarro International Symposium on Search Based Software Engineering, 70-76, 2024 | 2 | 2024 |
| Data-driven analysis of gender fairness in the software engineering academic landscape G d’Aloisio, A D’Angelo, F Marzi, D Di Marco, G Stilo, A Di Marco European Conference on Software Architecture, 89-103, 2023 | 2 | 2023 |
| Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development F Marzi, G d’Aloisio, A Di Marco, G Stilo European Conference on Software Architecture, 169-184, 2023 | 1 | 2023 |
| A Decision Tree to Shepherd Scientists through Data Retrievability A Bianchi, G d'Aloisio, F Marzi, A Di Marco arXiv preprint arXiv:2304.05767, 2023 | 1 | 2023 |
| How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias T Fadahunsi, G d'Aloisio, A Di Marco, F Sarro arXiv preprint arXiv:2501.09014, 2025 | | 2025 |
| On the Compression of Language Models for Code: An Empirical Study on CodeBERT G d'Aloisio, L Traini, F Sarro, A Di Marco arXiv preprint arXiv:2412.13737, 2024 | | 2024 |
| Exploring LLM-Driven Explanations for Quantum Algorithms G d'Aloisio, S Fortz, C Hanna, D Fortunato, A Bensoussan, ... Proceedings of the 18th ACM/IEEE International Symposium on Empirical …, 2024 | | 2024 |
| FRINGE: context-aware FaiRness engineerING in complex software systEms F Palomba, A Di Sorbo, D Di Ruscio, F Ferrucci, G Catolino, G Giordano, ... Proceedings of the 18th ACM/IEEE International Symposium on Empirical …, 2024 | | 2024 |
| Engineering a Digital Twin for Diagnosis and Treatment of Multiple Sclerosis G D'Aloisio, A Di Matteo, A Cipriani, D Lozzi, E Mattei, G Zanfardino, ... Proceedings of the ACM/IEEE 27th International Conference on Model Driven …, 2024 | | 2024 |
| Grammar-Based Anomaly Detection of Microservice Systems Execution Traces A D'Angelo, G d'Aloisio Companion of the 15th ACM/SPEC International Conference on Performance …, 2024 | | 2024 |
| SismaDL: an ontology to represent post-disaster regulation F Caroccia, D D’Agostino, G d’Aloisio, A Di Marco, G Stilo | | 2021 |
Antinisca Di MarcoAssociate Professor at Università degli Studi di L'AquilaVerified email at univaq.it
