Data-driven Traffic Index from Sparse and Incomplete Data.
Chrysovalantis AnastasiouJuanhao ZhaoSeon Ho KimCyrus ShahabiPublished in: ITSC (2022)
Keyphrases
- incomplete data
- data driven
- learning bayesian networks
- missing data
- missing values
- bayesian networks
- em algorithm
- incomplete data sets
- high dimensional
- network traffic
- index structure
- traffic flow
- typical testors
- neural network
- bayes classifier
- expectation maximization
- irrelevant attributes
- multiple imputation
- pattern recognition
- training data
- sparse representation
- k means
- computer vision
- models built
- variational bayesian
- missing attribute values
- input data