A. Janßen

activity

20162024

most cited

k

-means clustering of extremes

1 citations · 1 across the 1 of their papers we have counts for

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stat.ME2024

Principal component analysis for max-stable distributions

Felix Reinbott, Anja Janßen

Principal component analysis (PCA) is one of the most popular dimension reduction techniques in statistics and is especially powerful when a multivariate distribution is concentrat…

stat.ME2019★ 1 cited

$k$ -means clustering of extremes

Anja Janßen, Phyllis Wan

The $k$ -means clustering algorithm and its variant, the spherical $k$ -means clustering, are among the most important and popular methods in unsupervised learning and pattern detect…

Principal component analysis for max-stable distributions

k-means clustering of extremes

$k$ -means clustering of extremes