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Giordano d'Aloisio
Giordano d'Aloisio
Verified email at graduate.univaq.it - Homepage
Title
Cited by
Cited by
Year
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
62023
Modeling Quality and Machine Learning Pipelines through Extended Feature Models
G d'Aloisio, A Di Marco, G Stilo
arXiv preprint arXiv:2207.07528, 2022
42022
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
32022
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
32022
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
22023
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
12023
DIORAMA: Digital twIn fOR sustAinable Territorial Management
A Bianchi, G d’Aloisio, A D’Angelo, A Di Marco, A Di Matteo, J Leone, ...
In1st Italian Conference on Big Data and Data Science (ITADATA), 2022
12022
Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development
F Marzi, G d'Aloisio, A Di Marco, G Stilo
arXiv preprint arXiv:2309.11226, 2023
2023
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
arXiv preprint arXiv:2309.11239, 2023
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
2023
SismaDL: an ontology to represent post-disaster regulation
F Caroccia, D D’Agostino, G d’Aloisio, A Di Marco, G Stilo
2021
Approach to design Data Science Pipeline with High Quality
G D'ALOISIO
2020
Uncovering Gender Bias in Academia: A Comprehensive Analysis within the Software Engineering Community
A D'Angelo, G d'Aloisio, F Marzi, A Di Marco, G Stilo
Available at SSRN 4632660, 0
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