Mobile app traffic flow feature extraction and selection for improving classification robustness.
Zhen LiuRuoyu WangNathalie JapkowiczYongming CaiDeyu TangXianfa CaiPublished in: J. Netw. Comput. Appl. (2019)
Keyphrases
- feature extraction and selection
- traffic flow
- pattern recognition
- feature set
- feature extraction
- road traffic
- traffic data
- machine learning
- traffic congestion
- cellular automata
- decision trees
- feature space
- traffic light
- classification accuracy
- intelligent transport systems
- traffic flows
- feature selection
- feature vectors
- mobile devices
- traffic information
- training set
- image processing
- learning algorithm