Multiple-Instance feature extraction at the bag and instance levels using the maximum trace-difference criterion.
Jing ChaiBo ChenFan LiuZehua ChenXinghao DingPublished in: Inf. Sci. (2017)
Keyphrases
- multiple instance
- instance level
- feature extraction
- diverse density
- single instance
- multiple instance learning
- learning problems
- concept learning
- real valued
- feature selection
- semi supervised learning
- positive bags
- regression problems
- maximum margin
- pattern classification
- multi class
- face recognition
- semi supervised
- linear regression
- feature vectors
- feature space
- relational learning
- data sets
- principal component analysis
- image processing
- training data
- image understanding
- kernel methods
- first order logic
- image classification
- feature set
- dimensionality reduction