Imputation Methods Used in Missing Traffic Data: A Literature Review.
Pan WuLunhui XuZilin HuangPublished in: ISICA (2019)
Keyphrases
- literature review
- traffic data
- missing values
- imputation methods
- missing data
- network traffic
- traffic flow
- travel time
- road network
- incomplete data
- case study
- knn
- k nearest neighbour
- traffic conditions
- breast cancer
- multi source
- k nearest neighbor
- anomaly detection
- machine learning algorithms
- genetic algorithm
- web graph
- neural network
- maximum likelihood
- shortest path