Real-Time Vehicle Traffic Prediction in Apache Spark Using Ensemble Learning for Deep Neural Networks.
Anveshrithaa SundareswaranLavanya K.Published in: Int. J. Intell. Inf. Technol. (2020)
Keyphrases
- ensemble learning
- real time
- neural network
- intelligent transportation systems
- ensemble classifier
- ensemble methods
- traffic conditions
- prediction accuracy
- traffic surveillance
- generalization ability
- lane change
- traffic congestion
- prediction model
- vehicle trajectory
- pattern recognition
- unlabeled data
- traffic flow
- random forest
- mutual subspace method
- negative correlation learning
- base classifiers
- network traffic
- fuzzy logic
- multi class
- artificial neural networks
- concept drift
- back propagation
- bp neural network
- benchmark datasets
- semi supervised learning
- support vector machine
- control system
- genetic algorithm
- machine learning