A Bag Oversampling Approach for Class Imbalance in Multiple Instance Learning.
Carlos MeraJose ArrietaMauricio Orozco-AlzateJohn BranchPublished in: CIARP (2015)
Keyphrases
- class imbalance
- multiple instance learning
- diverse density
- multiple instance
- supervised learning
- active learning
- class distribution
- multi class
- cost sensitive
- multi instance
- image annotation
- multi instance learning
- cost sensitive learning
- high dimensionality
- imbalanced datasets
- semi supervised learning
- majority class
- sampling methods
- concept drift
- semi supervised
- feature selection
- minority class
- class labels
- visual features
- instance selection
- labeled data
- computer vision
- training set
- high dimensional
- image retrieval
- ensemble learning
- base classifiers
- machine learning
- training examples
- unlabeled data