A Branch and Bound Algorithm for Multiple Instance Classification.
O. Erhun KundakciogluPanos M. PardalosPublished in: IC-AI (2008)
Keyphrases
- branch and bound algorithm
- multiple instance
- lower bound
- multiple instance learning
- branch and bound
- optimal solution
- support vector
- learning problems
- class labels
- machine learning
- concept learning
- semi supervised learning
- decision trees
- real valued
- feature extraction
- text classification
- upper bound
- feature space
- training samples
- support vector machine
- np hard
- training set
- regression problems
- relational learning
- model selection
- machine learning algorithms
- similarity measure
- feature selection