Page 13 - IJAMD-2-1
P. 13
International Journal of AI for
Materials and Design
Utilizing AI for NTSB UAV accident categorization
UAV networks: A survey. Drones. 2023;7(5):322. 17. Solc T. Unidecode: ASCII Transliterations of Unicode Text;
2024. Available from: https://pypi.org/project/unidecode
doi: 10.3390/drones7050322
[Last accessed on 2024 Jan 15].
11. Kovanič Ľ, Topitzer B, Peťovský P, Blišťan P, Gergeľová MB,
Blišťanová M. Review of photogrammetric and lidar 18. Van Rossum G, Drake FL. The Python Language Reference;
applications of UAV. Appl Sci. 2023;13(11):6732. 2012. Available from: https://docs.python.org/3/reference/
index.html [Last accessed on 2024 Jan 15].
doi: 10.3390/app13116732
19. Harris CR, Millman KJ, Van der Walt SJ, et al. Array
12. Filipe, Anema F, Story R, et al. Python-Visualization/Folium: programming with NumPy. Nature. 2020;585(7825):357-362.
V0.15.1; 2023.
doi: 10.1038/s41586-020-2649-2
doi: 10.5281/zenodo.10255171
20. The Pandas Development Team. Pandas-dev/Pandas:
13. Caswell TA, Droettboom M, Lee A, et al. Matplotlib REL: Pandas; 2023.
V3.5.1; 2021.
doi: 10.5281/zenodo.3509134
doi: 10.5281/zenodo.5773480
21. OpenAI. OpenAI Platform-Documentation; 2024. Available
14. Waskom M. Seaborn: Statistical Data Visualization; 2021. from: https://platform.openai.com/docs/api-reference/
introduction [Last accessed on 2024 Jan 11].
doi: 10.5281/zenodo.4645478
22. ICAO. Aviation Occurrence Categories-Definitions and Usage
15. National Transportation Safety Board. NTSB Aviation
Investigation Search; 2023. Available from: https://www. Notes; 2013. Available from: https://www.ntsb.gov/safety/
ntsb.gov/pages/aviationqueryv2.aspx [Last accessed on data/documents/datafiles/occurrencecategorydefinitions.
2024 Jan 11]. pdf [Last accessed on 2024 Jan 11].
23. Pik E. GPT-4 Assisted Categorization and Visualization of
16. Pilgrim M. Chardet: Universal Encoding Detector for Python
3; 2023. Available from: https://pypi.org/project/chardet NTSB UAV Accident Reports-Python Scripts; 2024.
[Last accessed on 2024 Jan 15]. doi: 10.5281/zenodo.10576209
Volume 2 Issue 1 (2025) 7 doi: 10.36922/ijamd.8544

