5096 search results - page 87 / 1020 » Landscape of Clustering Algorithms |
133
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SDM
2009
SIAM
16 years 1 months ago
2009
SIAM
In high dimensional data, the general performance of traditional clustering algorithms decreases. This is partly because the similarity criterion used by these algorithms becomes ...
118
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
This paper deals with overlapping clustering, a trade off between crisp and fuzzy clustering. It has been motivated by recent applications in various domains such as information r...
134
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WAW
2007
Springer
15 years 10 months ago
2007
Springer
Social networks are ubiquitous. The discovery of close-knit clusters in these networks is of fundamental and practical interest. Existing clustering criteria are limited in that cl...
144
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CVPR
2008
IEEE
16 years 6 months ago
2008
IEEE
Gaussian blurring mean-shift (GBMS) is a nonparametric clustering algorithm, having a single bandwidth parameter that controls the number of clusters. The algorithm iteratively sh...
131
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CIKM
2004
Springer
15 years 10 months ago
2004
Springer
Recently published studies have shown that partitional clustering algorithms that optimize certain criterion functions, which measure key aspects of inter- and intra-cluster simil...