Uncertainty-Aware Probabilistic Travel Time Prediction for On-Demand Ride-Hailing at DiDi.
Hao LiuWenzhao JiangShui LiuXi ChenPublished in: KDD (2023)
Keyphrases
- travel time
- prediction intervals
- regression model
- road network
- confidence level
- uncertain data
- fuel consumption
- transportation networks
- traffic flow
- urban areas
- shortest path
- linear regression model
- public transport
- traffic congestion
- traffic data
- prize collecting
- traffic conditions
- travel cost
- traffic information
- incident detection
- conditional probabilities
- neural network
- probability theory
- standard deviation
- cloud computing
- spatial networks
- public transportation
- probability distribution
- computer vision