Active Instance Selection for Few-Shot Classification.
Junsup ShinYoungwook KangSeungjin JungJongwon ChoiPublished in: IEEE Access (2022)
Keyphrases
- instance selection
- feature and instance selection
- classification accuracy
- text classification
- data reduction
- nearest neighbor
- feature selection
- supervised learning
- multiple instance learning
- feature extraction
- support vector
- pattern recognition
- data mining
- class imbalanced
- multi class
- feature vectors
- feature set
- semi supervised learning
- class labels
- knowledge discovery and data mining
- semi supervised
- image classification
- unsupervised learning
- classification algorithm
- high dimensionality
- training process
- feature space
- decision trees
- information retrieval
- data sets