Leveraging Machine Learning Algorithms to Perform Online and Offline Highway Traffic Flow Predictions.
Arezou Moussavi KhalkhaliMo M. JamshidiLutcher BrownPublished in: ICMLA (2014)
Keyphrases
- machine learning algorithms
- traffic flow
- benchmark data sets
- standard machine learning algorithms
- road traffic
- machine learning
- learning algorithm
- traffic accidents
- machine learning methods
- decision trees
- urban traffic
- predictive accuracy
- intelligent transport systems
- traffic data
- real time
- learning problems
- cellular automata
- random forests
- cellular automaton model
- traffic congestion
- traffic flows
- travel time
- moving vehicles
- machine learning approaches
- road safety
- machine learning systems
- traffic network
- learning models
- machine learning models
- traffic assignment
- traffic patterns
- intelligent transportation systems
- supervised learning
- multi agent systems
- traffic safety
- traffic light
- video sequences
- neural network