I am looking for machine learning examples in the field of transportation/driver behaviour. Please share code with/without papers that you contributed to or know of in ML in transportation. Thank you!
here are some examples of machine learning applications in the field of transportation/driver behavior, along with code or papers that you can refer to:
Driver Behavior Analysis Using Machine Learning: This project uses machine learning algorithms to analyze driver behavior and identify patterns related to safety and efficiency. The code is available on GitHub: https://github.com/rafail777/driver-behavior-analysis
Driver Drowsiness Detection using Machine Learning: This project uses machine learning algorithms to detect driver drowsiness based on eye movements and other physiological signals. The code is available on GitHub: https://github.com/KushalBhanot/drowsiness-detection-using-machine-learning
Road Safety Analysis using Machine Learning: This paper proposes a machine learning framework for analyzing road safety based on traffic data and weather conditions. The paper is available on IEEE Xplore: https://ieeexplore.ieee.org/document/8628794
Predictive Maintenance for Public Transportation Systems using Machine Learning: This paper proposes a machine learning framework for predicting maintenance needs in public transportation systems based on data from sensors and maintenance records. The paper is available on IEEE Xplore: https://ieeexplore.ieee.org/document/8642423
Driver Performance Analysis using Machine Learning: This paper proposes a machine learning framework for analyzing driver performance based on data from in-vehicle sensors and GPS tracking. The paper is available on IEEE Xplore: https://ieeexplore.ieee.org/document/9426632
I hope these examples help you in your research.
Bilal Ahmed Mir thank you for your reply. Surprisingly, none of the provided links work for me (404 error), except for one that shows non-machine learning content. Is this reply generated by ChatGPT by any chance?
Aparna Sathya Murthy Thank you. Except for the last link, no code is provided in any other link. The last link provided code but not the data.