Multiple Instance Learning

Multiple Instance Learning

Foundations and Algorithms

Cornelis, Chris; Ventura, Sebastian; Vluymans, Sarah; Zafra, Amelia; Sanchez-Tarrago, Danel; Herrera, Francisco; Bello, Rafael

Springer International Publishing AG

06/2018

233

Mole

Inglês

9783319838151

15 a 20 dias

454

Descrição não disponível.
Introduction.- Multiple Instance Learning.- Multi-Instance Classification.- Instance-Based Classification Methods.- Bag-Based Classification Methods.- Multi-Instance Regression.- Unsupervised Multiple Instance Learning.- Data Reduction.- Imbalance Multi-Instance Data.- Multiple Instance Multiple Label Learning.
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Machine learning;Data mining;Multiple instance learning;Multiple instance classification;Multiple instance regression;Multiple instance clustering;Instance selection in multiple instance learning;Dimensionality reduction;Feature selection in multiple instance learning;Multi-instance learning from imbalanced data;Data reduction in multiple instance learning;Multi-instance multi-label classification;algorithm analysis and problem complexity