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A Novel Algorithm for Imbalance Data Classification Based on Neighborhood Hypergraph

The classification problem for imbalance data is paid more attention to. So far, many significant methods are proposed and applied to many fields. But more efficient methods are needed still. Hypergraph may not be powerful enough to deal with the data in boundary region, although it is an efficient...

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Detalles Bibliográficos
Autores principales: Hu, Feng, Liu, Xiao, Dai, Jin, Yu, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4144305/
https://www.ncbi.nlm.nih.gov/pubmed/25180211
http://dx.doi.org/10.1155/2014/876875