Prediction of Bus Travel Time Using Random Forests Based on Near Neighbors.
Bin YuHuaizhu WangWenxuan ShanBaozhen YaoPublished in: Comput. Aided Civ. Infrastructure Eng. (2018)
Keyphrases
- random forests
- travel time
- prediction intervals
- random forest
- ensemble methods
- prediction accuracy
- logistic regression
- machine learning algorithms
- decision trees
- tree ensembles
- road network
- transportation networks
- shortest path
- decision tree ensembles
- vehicle routing problem
- nearest neighbor
- traffic data
- traffic congestion
- conformal prediction
- regression model
- traffic conditions
- randomized trees
- traffic flow
- multi objective
- data points
- optimal solution
- bayesian networks
- genetic algorithm