Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning.
Wenqing LiChuhan YangSaif Eddin JabariPublished in: Transp. Sci. (2022)
Keyphrases
- ensemble learning
- matrix completion
- low rank
- prediction accuracy
- ensemble methods
- generalization ability
- random forest
- singular values
- collaborative filtering
- missing data
- base classifiers
- feature selection
- linear combination
- multi class
- high order
- random forests
- missing values
- prediction model
- matrix factorization
- convex optimization
- data mining
- machine learning algorithms
- unlabeled data
- pattern recognition
- learning algorithm