Giordano d'Aloisio

Orcid: 0000-0001-7388-890X

According to our database1, Giordano d'Aloisio authored at least 18 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Uncovering gender gap in academia: A comprehensive analysis within the software engineering community.
J. Syst. Softw., 2024

On the Compression of Language Models for Code: An Empirical Study on CodeBERT.
CoRR, 2024

GreenStableYolo: Optimizing Inference Time and Image Quality of Text-to-Image Generation.
CoRR, 2024

How fair are we? From conceptualization to automated assessment of fairness definitions.
CoRR, 2024

Grammar-Based Anomaly Detection of Microservice Systems Execution Traces.
Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

Engineering a Digital Twin for Diagnosis and Treatment of Multiple Sclerosis.
Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024

Exploring LLM-Driven Explanations for Quantum Algorithms.
Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

FRINGE: context-aware FaiRness engineerING in complex software systEms.
Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

2023
Debiaser for Multiple Variables to enhance fairness in classification tasks.
Inf. Process. Manag., 2023

A Decision Tree to Shepherd Scientists through Data Retrievability.
CoRR, 2023

Democratizing Quality-Based Machine Learning Development through Extended Feature Models.
Proceedings of the Fundamental Approaches to Software Engineering, 2023

Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape.
Proceedings of the Software Architecture. ECSA 2023 Tracks, Workshops, and Doctoral Symposium, 2023

Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development.
Proceedings of the Software Architecture. ECSA 2023 Tracks, Workshops, and Doctoral Symposium, 2023

2022
Modeling Quality and Machine Learning Pipelines through Extended Feature Models.
CoRR, 2022

DIORAMA: Digital twIn fOR sustAinable territorial MAnagement.
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.
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.
Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2022

2021
SismaDL: an ontology to represent post-disaster regulation.
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


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