Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training.
Arian PrabowoWei ShaoHao XuePiotr KoniuszFlora D. SalimPublished in: CoRR (2023)
Keyphrases
- training set
- training examples
- training data
- training process
- test set
- supervised learning
- road network
- training samples
- training patterns
- spatial information
- training dataset
- decision trees
- labelled data
- spatial and temporal
- spatio temporal
- learning algorithm
- data sets
- short term
- test data
- training and test data
- training and testing data
- cross validation
- small number
- real time
- support vector machine
- classification accuracy
- prior knowledge
- active learning
- aerial images
- training corpus
- spatial relationships
- network traffic
- neural network
- sufficient training data
- labeled data for training
- traffic flow
- classification models
- feature space
- traffic volume
- acoustic models