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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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Bibliographische Detailangaben
Veröffentlicht in:Proc IEEE Int Conf Big Data
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
Schlagworte:
Online Zugang: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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