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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Entropy (Basel)
Main Authors: Gajowniczek, Krzysztof, Bator, Marcin, Ząbkowski, Tomasz
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2020
Teme:
Online dostop: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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