ANALYTiC: An Active Learning System for Trajectory Classification.
Amílcar Soares JúniorChiara RensoStan MatwinPublished in: IEEE Computer Graphics and Applications (2017)
Keyphrases
- active learning
- pattern recognition
- batch mode active learning
- decision trees
- classification accuracy
- supervised learning
- training set
- selective sampling
- support vector machine
- incremental learning
- machine learning methods
- automatic classification
- classification scheme
- support vector machine svm
- training samples
- machine learning
- annotation effort
- support vector
- machine learning algorithms
- random selection
- batch mode
- sample selection
- classification process
- classification systems
- active learning framework
- hyperspectral image classification
- classification algorithm
- cross validation
- svm classifier
- class labels
- unsupervised learning
- image classification
- feature vectors
- pairwise
- feature space
- preprocessing
- feature extraction
- feature selection