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Clustering and Weighted Scoring in Geometric Space Support Vector Machine Ensemble for Highly Imbalanced Data Classification

Learning from imbalanced datasets is a challenging task for standard classification algorithms. In general, there are two main approaches to solve the problem of imbalanced data: algorithm-level and data-level solutions. This paper deals with the second approach. In particular, this paper shows a ne...

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Detalhes bibliográficos
Publicado no:Computational Science – ICCS 2020
Main Authors: Ksieniewicz, Paweł, Burduk, Robert
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7303710/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50423-6_10
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