Missing traffic data imputation using a dual-stage error-corrected boosting regressor with uncertainty estimation.
Mankirat KaurSarbjeet SinghNaveen AggarwalPublished in: Inf. Sci. (2022)
Keyphrases
- data imputation
- missing data
- missing values
- measurement error
- estimation error
- error analysis
- measurement errors
- incomplete data
- error estimation
- network traffic
- error rate
- missing information
- imputation methods
- road network
- traffic flow
- ensemble learning
- measurement noise
- high dimensional data
- generalization error
- boosting algorithms
- data sets
- cost sensitive
- image processing
- feature selection
- learning algorithm
- machine learning