Optimal batch selection for active learning in multi-label classification.
Shayok ChakrabortyVineeth Nallure BalasubramanianSethuraman PanchanathanPublished in: ACM Multimedia (2011)
Keyphrases
- multi label classification
- active learning
- multi label
- batch mode
- semi supervised
- semi supervised learning
- binary classification
- image annotation
- learning process
- small number
- labeled data
- text categorization
- classification algorithm
- multi modal
- image understanding
- learning algorithm
- text classification
- image classification
- supervised learning
- pairwise
- computer vision