DeepTRANS: A Deep Learning System for Public Bus Travel Time Estimation using Traffic Forecasting.
Luan TranMinyoung MunMatthew LimJonah YamatoNathan HuhCyrus ShahabiPublished in: Proc. VLDB Endow. (2020)
Keyphrases
- cellular automata
- travel time
- traffic flow
- deep learning
- traffic data
- traffic congestion
- transportation networks
- road network
- traffic conditions
- traffic information
- urban areas
- unsupervised learning
- unsupervised feature learning
- public transport
- incident detection
- machine learning
- mental models
- floating car data
- public transportation
- weakly supervised
- estimation error
- shortest path
- spatial networks
- data mining
- vehicle routing problem
- standard deviation
- network traffic
- pairwise
- neural network