Integrating Machine Learning with Off-the-Shelf Traffic Flow Features for HTTP/HTTPS Traffic Classification.
Ali Safari KhatouniAyse Nur Zincir-HeywoodPublished in: ISCC (2019)
Keyphrases
- traffic flow
- machine learning
- classification accuracy
- road traffic
- feature set
- feature vectors
- traffic congestion
- traffic flows
- feature space
- traffic data
- decision trees
- feature selection
- cellular automaton model
- traffic light
- traffic network
- travel time
- urban traffic
- moving vehicles
- cellular automata
- traffic density
- intelligent transport systems
- traffic information
- traffic conditions
- supervised learning
- intelligent transportation systems
- traffic simulator
- traffic patterns
- support vector machine
- traffic management
- passenger flow
- long term
- real time