Driftage: a multi-agent system framework for concept drift detection

BACKGROUND: The amount of data and behavior changes in society happens at a swift pace in this interconnected world. Consequently, machine learning algorithms lose accuracy because they do not know these new patterns. This change in the data pattern is known as concept drift. There exist many approa...

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Detalles Bibliográficos
Autores principales: Vieira, Diogo Munaro, Fernandes, Chrystinne, Lucena, Carlos, Lifschitz, Sérgio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168350/
https://www.ncbi.nlm.nih.gov/pubmed/34061207
http://dx.doi.org/10.1093/gigascience/giab030

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168350/
https://www.ncbi.nlm.nih.gov/pubmed/34061207
http://dx.doi.org/10.1093/gigascience/giab030

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