non-parametric clustering methods

KDD
2002
ACM

122views Data Mining» more KDD 2002»

Hierarchical model-based clustering of large datasets through fractionation and refractionation

15 years 1 days ago

$Hierarchical model-based clustering of large datasets through fractionation and refractionation$

The goal of clustering is to identify distinct groups in a dataset. Compared to non-parametric clustering methods like complete linkage, hierarchical model-based clustering has th...

Jeremy Tantrum, Alejandro Murua, Werner Stuetzle

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CVPR
2004
IEEE

172views Computer Vision» more CVPR 2004»

Spatially Coherent Clustering Using Graph Cuts

15 years 1 months ago

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Feature space clustering is a popular approach to image segmentation, in which a feature vector of local properties (such as intensity, texture or motion) is computed at each pixe...

Ramin Zabih, Vladimir Kolmogorov

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