Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide (2025)
Chapter: 4 Applying AI, ML, and Big Data to Safety Analysis
Unfortunately, this book can't be printed from the OpenBook.
If you need to print pages from this book, we recommend
downloading it as a PDF.
Visit NAP.edu/10766 to get more information about this book, to buy it in print, or to download it as a free PDF.
Visit NAP.edu/10766 to get more information about this book, to buy it in print, or to download it as a free PDF.
Previous Chapter:
3 How AI, ML, and Big Data Can Improve Safety Evaluations
Next Chapter: 5 Additional AI, ML, and Big Data Applications
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Suggested Citation:
"4 Applying AI, ML, and Big Data to Safety Analysis." National Academies of Sciences, Engineering, and Medicine. 2025. Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide. Washington, DC: The National Academies Press.
doi: 10.17226/29098.
Subscribe to Email from the National Academies
Keep up with all of the activities, publications, and events by subscribing to free updates by email.