Multi-class imbalanced semi-supervised learning from streams through online ensembles.
Parsa VafaieHerna L. ViktorWojtek MichalowskiPublished in: ICDM (Workshops) (2020)
Keyphrases
- multi class
- semi supervised learning
- semi supervised
- unlabeled data
- multi class problems
- binary classification problems
- supervised learning
- base classifiers
- labeled data
- learning models
- machine learning
- pairwise
- unsupervised learning
- object detection
- binary classification
- learning problems
- support vector machine
- multi class classification
- active learning
- multiple instance learning
- text categorization
- cost sensitive
- transfer learning
- training data
- feature selection
- linear classifiers
- multiclass classification
- training examples
- discriminative models
- class distribution
- data streams
- text classification
- multi label classification
- error correcting output codes
- boosting algorithms
- binary classifiers
- training set
- learning algorithm