Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities.
Ling JinXiaodan XuYuhan WangKaveh Farokhi SadabadiAlina LazarDuleep Rathgamage DonZachary NeedellC. Anna SpurlockMahyar AmirgholyMona AsudegiPublished in: BigData (2023)
Keyphrases
- machine learning
- data sets
- data processing
- data analysis
- complex data
- database
- experimental data
- computer systems
- raw data
- data structure
- prior knowledge
- high dimensional data
- training data
- data sources
- sensor data
- statistical methods
- data mining techniques
- face recognition
- synthetic data
- database systems
- data objects
- databases