Cost-Sensitive Classification for Evolving Data Streams with Concept Drift and Class Imbalance

Class imbalance and concept drift are two primary principles that exist concurrently in data stream classification. Although the two issues have drawn enough attention separately, the joint treatment largely remains unexplored. Moreover, the class imbalance issue is further complicated if data strea...

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Detalles Bibliográficos
Autores principales: Sun, Yange, Li, Meng, Li, Lei, Shao, Han, Sun, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352686/
https://www.ncbi.nlm.nih.gov/pubmed/34381499
http://dx.doi.org/10.1155/2021/8813806

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352686/
https://www.ncbi.nlm.nih.gov/pubmed/34381499
http://dx.doi.org/10.1155/2021/8813806

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