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The Entropy-Based Time Domain Feature Extraction for Online Concept Drift Detection

Most of time series deriving from complex systems in real life is non-stationary, where the data distribution would be influenced by various internal/external factors such that the contexts are persistently changing. Therefore, the concept drift detection of time series has practical significance. I...

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Detalles Bibliográficos
Autores principales: Ding, Fengqian, Luo, Chao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514531/
http://dx.doi.org/10.3390/e21121187