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Immune Centroids Oversampling Method for Binary Classification

To improve the classification performance of imbalanced learning, a novel oversampling method, immune centroids oversampling technique (ICOTE) based on an immune network, is proposed. ICOTE generates a set of immune centroids to broaden the decision regions of the minority class space. The represent...

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Detalles Bibliográficos
Autores principales:	Ai, Xusheng, Wu, Jian, Sheng, Victor S., Zhao, Pengpeng, Cui, Zhiming
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi Publishing Corporation 2015
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4365371/ https://www.ncbi.nlm.nih.gov/pubmed/25834570 http://dx.doi.org/10.1155/2015/109806

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