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Whole Time Series Data Streams Clustering: Dynamic Profiling of the Electricity Consumption

Data from smart grids are challenging to analyze due to their very large size, high dimensionality, skewness, sparsity, and number of seasonal fluctuations, including daily and weekly effects. With the data arriving in a sequential form the underlying distribution is subject to changes over the time...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Gajowniczek, Krzysztof, Bator, Marcin, Ząbkowski, Tomasz
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7765420/
https://ncbi.nlm.nih.gov/pubmed/33333937
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22121414
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