Coarse Graining of Data via Inhomogeneous Diffusion Condensation

Big data often has emergent structure that exists at multiple levels of abstraction, which are useful for characterizing complex interactions and dynamics of the observations. Here, we consider multiple levels of abstraction via a multiresolution geometry of data points at different granularities. T...

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Vydáno v:Proc IEEE Int Conf Big Data
Hlavní autoři: Brugnone, Nathan, Gonopolskiy, Alex, Moyle, Mark W., Kuchroo, Manik, van Dijk, David, Moon, Kevin R., Colon-Ramos, Daniel, Wolf, Guy, Hirn, Matthew J., Krishnaswamy, Smita
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7398322/
https://ncbi.nlm.nih.gov/pubmed/32747879
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/BigData47090.2019.9006013
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