Active Learning-based Classification in Automated Connected Vehicles.
Alaa Awad AbdellatifCarla-Fabiana ChiasseriniFrancesco MalandrinoPublished in: CoRR (2020)
Keyphrases
- active learning
- automated classification
- feature vectors
- automatic classification
- learning strategies
- classification accuracy
- image classification
- selective sampling
- training set
- machine learning
- feature space
- decision trees
- support vector machine
- supervised learning
- text classification
- pattern classification
- feature selection
- hyperspectral image classification
- cost sensitive
- incremental learning
- classification rules
- classification algorithm
- class labels
- real time
- rare class
- model selection
- feature extraction
- pattern recognition
- batch mode active learning
- experimental design
- support vector machine svm
- travel time
- machine learning methods
- classification method
- benchmark datasets
- training samples
- learning algorithm
- neural network