D'ALOISIO, GIORDANO
D'ALOISIO, GIORDANO
Dipartimento di Ingegneria e scienze dell'informazione e matematica
Engineering Fair and Efficient Learning-Based Software Systems
2025-04-06 D'Aloisio, Giordano
On the Compression of Language Models for Code: An Empirical Study on CodeBERT
2025-01-01 D'Aloisio, Giordano; Traini, Luca; Sarro, Federica; Di Marco, Antinisca
How fair are we? From conceptualization to automated assessment of fairness definitions
2025-01-01 d' Aloisio, Giordano; Di Sipio, Claudio; Di Marco, Antinisca; Di Ruscio, Davide
Towards early detection of algorithmic bias from dataset’s bias symptoms: An empirical study
2025-01-01 D'Aloisio, Giordano; Di Sipio, Claudio; Di Marco, Antinisca; Di Ruscio, Davide
How do generative models draw a software engineer? An empirical study on implicit bias of open-source image generation models
2025-01-01 D'Aloisio, Giordano; Fadahunsi, Tosin; Di Marco, Antinisca; Sarro, Federica
Investigating the Role of LLMs Hyperparameter Tuning and Prompt Engineering to Support Domain Modeling
2025-01-01 Bulhakov, Vladyslav; D'Aloisio, Giordano; Di Sipio, Claudio; Di Marco, Antinisca; Di Ruscio, Davide
REPAIR approach for social-based city reconstruction planning in case of natural disasters
2025-01-01 Mudassir, Ghulam; Di , ; Marco, Antinisca; D'Aloisio, Giordano
MANILA: A Low-Code Application to Benchmark Machine Learning Models and Fairness-Enhancing Methods
2025-01-01 D'Aloisio, Giordano
Uncovering gender gap in academia: A comprehensive analysis within the software engineering community
2024-01-01 D'Angelo, Andrea; D'Aloisio, G.; Marzi, F.; DI MARCO, Antinisca; Stilo, G.
GreenStableYolo: Optimizing Inference Time and Image Quality of Text-to-Image Generation
2024-01-01 Gong, J.; Li, S.; D'Aloisio, G.; Ding, Z.; Ye, Y.; Langdon, W. B.; Sarro, F.
Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape
2024-01-01 D'Aloisio, G.; D'Angelo, A.; Marzi, F.; Di Marco, D.; Stilo, G.; Di Marco, A.
Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development
2024-01-01 Marzi, F.; D'Aloisio, G.; Di Marco, A.; Stilo, G.
Exploring LLM-Driven Explanations for Quantum Algorithms
2024-01-01 D'Aloisio, G.; Fortz, S.; Hanna, C.; Fortunato, D.; Bensoussan, A.; Mendiluze Usandizaga, E.; Sarro, F.
Grammar-Based Anomaly Detection of Microservice Systems Execution Traces
2024-01-01 D'Angelo, Andrea; D'Aloisio, Giordano
Engineering a Digital Twin for Diagnosis and Treatment of Multiple Sclerosis
2024-01-01 D'Aloisio, Giordano; Di Matteo, Alessandro; Cipriani, Alessia; Lozzi, Daniele; Mattei, Enrico; Zanfardino, Gennaro; Di Marco, Antinisca; Placidi, Giuseppe
The toolkit disaster preparedness for pre-disaster planning
2023-01-01 Di Ludovico, D.; Capannolo, C.; D'Aloisio, G.
Debiaser for Multiple Variables to enhance fairness in classification tasks
2023-01-01 D'Aloisio, G.; D'Angelo, A.; Di Marco, A.; Stilo, G.
Democratizing Quality-Based Machine Learning Development through Extended Feature Models
2023-01-01 D'Aloisio, G.; Di Marco, A.; Stilo, G.
Quality-Driven Machine Learning-based Data Science Pipeline Realization: a software engineering approach
2022-01-01 D'Aloisio, G.
DIORAMA: Digital twIn fOR sustAinable territorial MAnagement
2022-01-01 Bianchi, A.; D'Aloisio, G.; D'Angelo, A.; Di Marco, A.; Di Matteo, A.; Leone, J.; Scoccia, G.; Stilo, G.; Traini, L.