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» Multiple-Instance Active Learning

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ECML
2007
Springer

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Multi-objective Genetic Programming for Multiple Instance Learning

13 years 11 months ago

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Abstract. This paper introduces the use of multi-objective evolutionary algorithms in multiple instance learning. In order to achieve this purpose, a multi-objective grammar-guided...

Amelia Zafra, Sebastián Ventura

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PAMI
2006

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MILES: Multiple-Instance Learning via Embedded Instance Selection

13 years 5 months ago

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Multiple-instance problems arise from the situations where training class labels are attached to sets of samples (named bags), instead of individual samples within each bag (called...

Yixin Chen, Jinbo Bi, James Ze Wang

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DIS
2009
Springer

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MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio

13 years 12 months ago

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Multiple-instance learning (MIL) is a generalization of the supervised learning problem where each training observation is a labeled bag of unlabeled instances. Several supervised ...

Yasser El-Manzalawy, Vasant Honavar

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ML
1998
ACM

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A Note on Learning from Multiple-Instance Examples

13 years 5 months ago