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Lorenzo De Donato
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2020 – today
- 2023
- [j4]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): 106405 (2023) - [j3]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): 303-317 (2023) - [c3]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: 1-6 - 2022
- [j2]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: 65376-65400 (2022) - [j1]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): 14011-14024 (2022) - [c2]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: 102-113 - [c1]Francesco Flammini
, Lorenzo De Donato
, Alessandro Fantechi
, Valeria Vittorini
:
A Vision of Intelligent Train Control. RSSRail 2022: 192-208
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