A generalized multiple instance learning algorithm for large scale modeling of multimedia semantics.
Milind R. NaphadeJohn R. SmithPublished in: ICASSP (5) (2005)
Keyphrases
- multiple instance
- learning algorithm
- learning problems
- multimedia
- axis parallel rectangles
- multiple instance learning
- real valued
- concept learning
- relational learning
- maximum margin
- semi supervised learning
- training data
- metadata
- supervised learning
- decision trees
- data sets
- learning tasks
- training samples
- active learning
- kernel methods
- learning machines
- unlabeled data
- information extraction