Skeleton Clustering: Dimension-Free Density-based Clustering

Zeyu Wei, Yen-Chi Chen

We introduce a density-based clustering method called skeleton clustering that can detect clusters in multivariate and even high-dimensional data with irregular shapes. To bypass t…