Distance-based clustering challenges for unbiased benchmarking studies

Benchmark datasets with predefined cluster structures and high-dimensional biomedical datasets outline the challenges of cluster analysis: clustering algorithms are limited in their clustering ability in the presence of clusters defining distance-based structures resulting in a biased clustering sol...

Full description

Bibliographic Details

Published in:	Scientific reports Vol. 11; no. 1; pp. 18988 - 12
Main Author:	Thrun, Michael C.
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 23.09.2021 Nature Publishing Group Nature Portfolio
Subjects:	631/114 631/67 639/705 Algorithms Cluster analysis Clustering Comparative analysis Humanities and Social Sciences multidisciplinary Science Science (multidisciplinary)
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!