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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi
2021
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| Materias: | |
| 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 |