Upsampling for Improved Multidimensional Attribute Space Clustering of Multifield Data

Clustering algorithms in the high-dimensional space require many data to perform reliably and robustly. For multivariate volume data, it is possible to interpolate between the data points in the high-dimensional attribute space based on their spatial relationship in the volumetric domain (or physica...

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Bibliographic Details
Main Authors: Vladimir Molchanov, Lars Linsen
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Information
Subjects:
Online Access:http://www.mdpi.com/2078-2489/9/7/156