Giuseppe Fasano

According to our database, Giuseppe Fasano authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Exploring Explainability in Federated Learning: A Comparative Study on Brain Age Prediction.

Giuseppe Fasano, Angela Lombardi, Antonio Ferrara, Eugenio Di Sciascio, Tommaso Di Noia

Proceedings of the Explainable Artificial Intelligence, 2025

Comparing XAI Explanations and Synthetic Data Augmentation Strategies in Neuroimaging AI.

Danilo Danese, Giuseppe Fasano, Angela Lombardi, Eugenio Di Sciascio, Tommaso Di Noia

Proceedings of the Explainable Artificial Intelligence, 2025

Use of Air Quality Sensor Network Data for Real-time Pollution-Aware POI Suggestion.

Giuseppe Fasano, Yashar Deldjoo, Tommaso Di Noia, Bianca Lau, Sina Adham-Khiabani, Eric Morris, Xia Liu, Ganga Chinna Rao Devarapu, Liam O'Faolain

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

AirTOWN: A Privacy-Preserving Mobile App for Real-Time Pollution-Aware POI Suggestion.

Giuseppe Fasano, Yashar Deldjoo, Tommaso Di Noia

Proceedings of the Advances in Information Retrieval, 2025

2024

Explainable brain age prediction: a comparative evaluation of morphometric and deep learning pipelines.

Maria Luigia Natalia De Bonis, Giuseppe Fasano, Angela Lombardi, Carmelo Ardito, Antonio Ferrara, Eugenio Di Sciascio, Tommaso Di Noia

Brain Informatics, December, 2024

BRAINEX: A Systematic Framework for CNN Models Evaluation and XAI Methods Comparison in Brain Age Prediction.

Giuseppe Fasano, Maria Luigia Natalia De Bonis, Angela Lombardi, Carmelo Ardito, Eugenio Di Sciascio, Tommaso Di Noia

Proceedings of the Brain Informatics - 17th International Conference, 2024

2023

Time-to-Event Interpretable Machine Learning for Multiple Sclerosis Worsening Prediction: Results from iDPP@CLEF 2023.

Angela Lombardi, Maria Luigia Natalia De Bonis, Giuseppe Fasano, Alessia Sportelli, Tommaso Colafiglio, Domenico Lofù, Paolo Sorino, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023