Active Learning-based Classification in Automated Connected Vehicles.
Alaa Awad AbdellatifCarla-Fabiana ChiasseriniFrancesco MalandrinoPublished in: INFOCOM Workshops (2020)
Keyphrases
- active learning
- automated classification
- batch mode active learning
- support vector machine svm
- selective sampling
- supervised learning
- pattern recognition
- training set
- classification scheme
- pattern classification
- image classification
- text classification
- classification method
- feature space
- feature selection
- semi automated
- classification systems
- support vector
- feature vectors
- classification accuracy
- semi supervised
- neural network
- annotation effort
- rare class
- preprocessing
- cost sensitive
- incremental learning
- real time
- automatic classification
- class imbalance
- semi supervised learning
- random sampling
- decision trees
- random selection
- model selection
- active learning strategies
- classification algorithm