Lorenzo De Donato

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 7

Top Topics

Manifold Alignment

Artificial Intelligence

Defect Detection

Design Guidelines

Top Venues

J. Reliab. Intell. Environ.

Eng. Appl. Artif. Intell.

IEEE Trans. Intell. Transp. Syst.

Publications

Lorenzo De Donato, Stefano Marrone, Francesco Flammini, Carlo Sansone, Valeria Vittorini, Roberto Nardone, Claudio Mazzariello, Frédéric Bernaudin
Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Lorenzo De Donato, Ruth Dirnfeld, Alessandra Somma, Alessandra De Benedictis, Francesco Flammini, Stefano Marrone, Mehdi Saman Azari, Valeria Vittorini
Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture. J. Reliab. Intell. Environ. 9 (3) (2023)
Lorenzo De Donato, Antonino Ferraro, Antonio Galli, Michela Gravina, Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì, Valeria Vittorini, Carlo Sansone
Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab. Ital-IA (2023)
Lorenzo De Donato, Francesco Flammini, Stefano Marrone, Claudio Mazzariello, Roberto Nardone, Carlo Sansone, Valeria Vittorini
A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance. IEEE Access 10 (2022)
Francesco Flammini, Lorenzo De Donato, Alessandro Fantechi, Valeria Vittorini
A Vision of Intelligent Train Control. RSSRail (2022)
Nikola Besinovic, Lorenzo De Donato, Francesco Flammini, Rob M. P. Goverde, Zhiyuan Lin, Ronghui Liu, Stefano Marrone, Roberto Nardone, Tianli Tang, Valeria Vittorini
Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Ruth Dirnfeld, Lorenzo De Donato, Francesco Flammini, Mehdi Saman Azari, Valeria Vittorini
Railway Digital Twins and Artificial Intelligence: Challenges and Design Guidelines. EDCC Workshops (2022)