Pairwise-similarity-based instance reduction for efficient instance selection in multiple-instance learning.
Liming YuanJiafeng LiuXianglong TangDaming ShiLu ZhaoPublished in: Int. J. Mach. Learn. Cybern. (2015)
Keyphrases
- multiple instance learning
- instance selection
- multi class
- pairwise
- multiple instance
- data reduction
- semi supervised
- supervised learning
- semi supervised learning
- text classification
- nearest neighbor
- feature selection
- image annotation
- class labels
- classification accuracy
- decision trees
- machine learning
- image database
- model selection
- object detection
- image understanding
- evaluation criteria
- active learning
- image processing