Big data-driven machine learning-enabled traffic flow prediction.
Fanhui KongJian LiBin JiangTianyuan ZhangHoubing SongPublished in: Trans. Emerg. Telecommun. Technol. (2019)
Keyphrases
- big data
- traffic flow
- machine learning
- predictive modeling
- data science
- data analysis
- cloud computing
- road traffic
- knowledge discovery
- traffic flows
- big data analytics
- intelligent transport systems
- cellular automata
- traffic congestion
- traffic data
- social media
- travel time
- data processing
- data management
- traffic information
- traffic network
- lane change
- data warehousing
- traffic accidents
- traffic light
- vast amounts of data
- statistical learning
- traffic assignment
- traffic patterns
- traffic density
- association rules
- social networks
- decision making
- data warehouse
- massive datasets
- supervised learning
- traffic conditions
- text mining
- information processing