DEMIAL: an active learning framework for multiple instance image classification using dictionary ensembles.
Gökhan KoçyigitYusuf YaslanPublished in: Turkish J. Electr. Eng. Comput. Sci. (2018)
Keyphrases
- multiple instance
- image classification
- active learning framework
- sparse representation
- active learning
- multiple instance learning
- concept learning
- real valued
- semi supervised learning
- learning problems
- image features
- visual features
- image representation
- feature extraction
- learning algorithm
- ensemble methods
- multi label
- regression problems
- supervised learning
- semi supervised
- decision trees
- relational learning
- maximum margin
- base learners
- learning tasks
- probabilistic model
- genetic programming
- information extraction