Adapting Public Annotated Data Sets and Low-Quality Dash Cameras for Spatiotemporal Estimation of Traffic-Related Air Pollution: A Transfer-Learning Approach.
Yu-Hsuan FeiTa-Chih HsiaoAlbert Y. ChenPublished in: J. Comput. Civ. Eng. (2024)
Keyphrases
- transfer learning
- low quality
- air pollution
- data sets
- high quality
- traffic volume
- knowledge transfer
- labeled data
- cross domain
- reinforcement learning
- transfer knowledge
- air quality
- active learning
- semi supervised learning
- text classification
- machine learning
- domain adaptation
- learning algorithm
- target domain
- training set
- network traffic
- multi task
- collaborative filtering
- training data
- data streams
- machine learning algorithms
- unlabeled data
- text mining
- traffic flow
- road network
- decision trees
- text categorization
- image processing
- computer vision
- semi supervised