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Lorenzo De Donato
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A literature review of Artificial Intelligence applications in railway systems
R Tang, L De Donato, N Besinović, F Flammini, RMP Goverde, Z Lin, ...
Transportation Research Part C: Emerging Technologies 140, 103679, 2022
1022022
Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications
N Bešinović, L De Donato, F Flammini, RMP Goverde, Z Lin, R Liu, ...
IEEE Transactions on Intelligent Transportation Systems 23 (9), 14011-14024, 2021
552021
A Vision of Intelligent Train Control
F Flammini, L De Donato, A Fantechi, V Vittorini
International Conference on Reliability, Safety, and Security of Railway†…, 2022
202022
A Survey on Audio-Video based Defect Detection through Deep Learning in Railway Maintenance
L De Donato, F Flammini, S Marrone, C Mazzariello, R Nardone, ...
IEEE Access, 2022
152022
Railway digital twins and artificial intelligence: challenges and design guidelines
R Dirnfeld, L De Donato, F Flammini, MS Azari, V Vittorini
European Dependable Computing Conference, 102-113, 2022
82022
Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture
L De Donato, R Dirnfeld, A Somma, A De Benedictis, F Flammini, ...
Journal of Reliable Intelligent Environments, 1-15, 2023
62023
Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance
L De Donato, S Marrone, F Flammini, C Sansone, V Vittorini, R Nardone, ...
Engineering Applications of Artificial Intelligence 123, 106405, 2023
32023
Artificial intelligence in railways: current applications, challenges, and ongoing research
L De Donato, R Tang, N Bes√‹inoviƒŠ, F Flammini, RMP Goverde, Z Lin, ...
Handbook on Artificial Intelligence and Transport, 249-283, 2023
2023
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