Multi-Nyström Method Based on Multiple Kernel Learning for Large Scale Imbalanced Classification

Extensions of kernel methods for the class imbalance problems have been extensively studied. Although they work well in coping with nonlinear problems, the high computation and memory costs severely limit their application to real-world imbalanced tasks. The Nyström method is an effective technique...

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Detalles Bibliográficos
Autores principales: Wang, Ling, Wang, Hongqiao, Fu, Guangyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8216788/
https://www.ncbi.nlm.nih.gov/pubmed/34234824
http://dx.doi.org/10.1155/2021/9911871

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8216788/
https://www.ncbi.nlm.nih.gov/pubmed/34234824
http://dx.doi.org/10.1155/2021/9911871

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