Transfer learning-based nonstationary traffic flow prediction using AdaRNN and DCORAL.
Linlin ZangTao WangBo ZhangChaoyang LiPublished in: Expert Syst. Appl. (2024)
Keyphrases
- non stationary
- transfer learning
- traffic flow
- road traffic
- learning tasks
- knowledge transfer
- intelligent transport systems
- machine learning
- cellular automata
- active learning
- reinforcement learning
- travel time
- labeled data
- traffic data
- traffic flows
- cross domain
- lane change
- domain adaptation
- traffic congestion
- collaborative filtering
- text categorization
- semi supervised learning
- text classification
- multi task
- traffic network
- transfer knowledge
- target domain
- traffic information
- traffic light
- machine learning algorithms
- learning algorithm
- prediction model
- road safety
- data mining
- text mining