Machine learning based real-time prediction of freeway crash risk using crowdsourced probe vehicle data.
Zihe ZhangQifan NieJun LiuAlex HainenNaima IslamChenxuan YangPublished in: J. Intell. Transp. Syst. (2024)
Keyphrases
- real time
- data sets
- machine learning
- data analysis
- data sources
- data collection
- high quality
- data acquisition
- high dimensional data
- data processing
- historical data
- raw data
- image data
- database
- statistical analysis
- data mining techniques
- statistical methods
- training data
- input data
- labeled data
- sensor data
- spatial data
- probability distribution
- predictive model