Multiple-instance learning: Difference between revisions

Revision as of 09:03, 21 January 2013

Revision as of 14:21, 2 February 2013

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Examples of where MIL is applied are:

* Molecule activity

* Image classification {{harvtxt|Maron|Ratan|1998}}

* Text or document categorization

Numerous researchers have worked on adapting classical classification techniques, such as [[support vector machines]] or [[Boosting (meta-algorithm)|boosting]], to work within the context of multiple-instance learning.

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| year = 1990 | pages = 557–563

| unused_data = Proceedings of the 1990 Conference on Advances in Neural Information Processing Systems (NIPS 3)}}.

*{{citation

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| year= 1998 | pages = 341-349

| unused_data Proceedings of the Fifteenth International Conference on Machine Learning}}.

[[Category:Machine learning]]