Short-Time Traffic Flow Prediction Based on K-means++ and LSTM.
Jia LiGang XuYuan ChengBaoqi HuangPublished in: ISPA/BDCloud/SocialCom/SustainCom (2022)
Keyphrases
- traffic flow
- k means
- road traffic
- traffic data
- traffic flows
- intelligent transport systems
- travel time
- intelligent transportation systems
- short term traffic
- cellular automaton model
- cellular automata
- moving vehicles
- traffic congestion
- urban traffic
- traffic information
- clustering algorithm
- traffic network
- traffic accidents
- fuzzy logic
- prediction model
- traffic patterns
- real time
- recurrent neural networks
- traffic light
- road safety
- lane change
- energy dissipation
- traffic density
- long term