Mining urban passengers' travel patterns from incomplete data with use cases.
Xiaoxiong WengYongxin LiuHoubing SongShushen YaoPengfei ZhangPublished in: Comput. Networks (2018)
Keyphrases
- association rules
- incomplete data
- data mining techniques
- frequent patterns
- public transport
- mining algorithm
- association rule mining
- interesting patterns
- itemsets
- data mining
- pattern mining
- knowledge discovery
- pattern discovery
- missing data
- learning bayesian networks
- em algorithm
- missing values
- sequential patterns
- bayesian networks
- sequential pattern mining
- mining frequent
- emerging patterns
- periodic patterns
- public transportation
- travel time
- incomplete data sets
- bayes classifier
- variational bayesian
- multiple imputation
- typical testors
- traffic congestion
- expectation maximization
- input data
- text mining
- high dimensional
- decision trees