Online Matrix Factorization-Based Traffic Flow Prediction Empowered by Edge Computing for the CAVs.
Xiaoxiang SongYan GuoNing LiHai WangWeibo YuPublished in: IEEE Trans. Intell. Transp. Syst. (2024)
Keyphrases
- matrix factorization
- traffic flow
- road traffic
- collaborative filtering
- traffic flows
- missing data
- prediction accuracy
- recommender systems
- intelligent transport systems
- online learning
- low rank
- negative matrix factorization
- traffic data
- cellular automata
- factorization methods
- traffic network
- nonnegative matrix factorization
- traffic congestion
- lane change
- item recommendation
- travel time
- stochastic gradient descent
- tensor factorization
- traffic light
- factor analysis
- cellular automaton model
- traffic conditions
- traffic density
- traffic patterns
- traffic information
- binary matrix
- long term