Applying a Multilayer Perceptron for Traffic Flow Prediction to Empower a Smart Ecosystem.
Yan Mendes FerreiraLucas Rodrigues FrankEduardo Pagani JulioFrancisco Henrique Cerdeira FerreiraBruno José DembogurskiEdelberto Franco SilvaPublished in: ICCSA (1) (2019)
Keyphrases
- multilayer perceptron
- traffic flow
- radial basis function network
- neural network
- artificial neural networks
- road traffic
- radial basis function
- traffic flows
- short term traffic
- traffic data
- back propagation
- cellular automata
- hidden layer
- intelligent transport systems
- traffic congestion
- urban traffic
- neural network model
- travel time
- prediction model
- cellular automaton model
- intelligent transportation systems
- traffic light
- traffic network
- traffic information
- traffic patterns
- computer vision
- traffic conditions
- pattern recognition
- expert systems
- traffic accidents
- genetic algorithm
- road safety
- lane change
- real time