Giordano d'Aloisio

According to our database, Giordano d'Aloisio authored at least 10 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

CoRR, 2023

Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development.

Francesca Marzi, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo

CoRR, 2023

A Decision Tree to Shepherd Scientists through Data Retrievability.

Andrea Bianchi, Giordano d'Aloisio, Francesca Marzi, Antinisca Di Marco

CoRR, 2023

Democratizing Quality-Based Machine Learning Development through Extended Feature Models.

Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo

Proceedings of the Fundamental Approaches to Software Engineering, 2023

2022

Modeling Quality and Machine Learning Pipelines through Extended Feature Models.

Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo

CoRR, 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

Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), 2022

Quality-Driven Machine Learning-based Data Science Pipeline Realization: a software engineering approach.

Giordano d'Aloisio

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2022

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

Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2022

2021

SismaDL: an ontology to represent post-disaster regulation.

Francesca Caroccia, Damiano D'Agostino, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo

Proceedings of the Joint Proceedings of the BIR 2021 Workshops and Doctoral Consortium co-located with 20th International Conference on Perspectives in Business Informatics Research (BIR 2021), 2021