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Journal Articles
- 2024
[j5]Ruth Dirnfeld, Lorenzo De Donato, Alessandra Somma
, Mehdi Saman Azari, Stefano Marrone, Francesco Flammini, Valeria Vittorini:
Integrating AI and DTs: challenges and opportunities in railway maintenance application and beyond. Simul. 100(9): 903-917 (2024)- 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) - 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)
Conference and Workshop Papers
- 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
- [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
Coauthor Index
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