Maria Luigia Natalia De Bonis

According to our database, Maria Luigia Natalia De Bonis authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Machine learning classification of motivational states: Insights from EEG analysis of perception and imagery.

Tommaso Colafiglio, Angela Lombardi, Tommaso Di Noia, Maria Luigia Natalia De Bonis, Fedelucio Narducci, Alice Mado Proverbio

Expert Syst. Appl., 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