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Foundations on Imbalanced Classification

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Author(s): Alberto Fernández , Salvador García , Mikel Galar , Ronaldo C. Prati , Bartosz Krawczyk , Francisco Herrera

Publication date (Online): October 23 2018

Publisher: Springer International Publishing

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Jeffrey S. Dean, Sanjay Ghemawat (2008)

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Learning from Imbalanced Data

Haibo He, E.A. Garcia (2009)

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A study of the behavior of several methods for balancing machine learning training data

Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard (2004)

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Publication date (Print): 2018

Publication date (Online): October 23 2018

Pages: 19-46

DOI: 10.1007/978-3-319-98074-4_2

SO-VID: 2741649b-9798-4735-97cd-cd162e85c4da

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Foundations on Imbalanced Classification

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Most cited references 81

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Learning from Imbalanced Data

A study of the behavior of several methods for balancing machine learning training data

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