Search Results for author: Paul Wollenhaupt

Found 1 papers, 1 papers with code

Hierarchical clustering with maximum density paths and mixture models

1 code implementation19 Mar 2025 Martin Ritzert, Polina Turishcheva, Laura Hansel, Paul Wollenhaupt, Marissa A. Weis, Alexander S. Ecker

t-NEB uses a probabilistic parametric density model for both overclustering and cluster merging, which yields both high clustering performance and a meaningful hierarchy, making it a valuable tool for exploratory data analysis.

Clustering

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