Gauging-: A Non-Parametric Hierarchical Clustering Algorithm

The development of a nonparametric and versatile clustering algorithm has been a longstanding challenge in unsupervised learning due to the exploratory nature of the clustering problem. This study presents a novel algorithm, named Gauging-, which can handle diverse cluster shapes and operate in a no...

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Bibliographic Details
Published in:IEEE transactions on pattern analysis and machine intelligence Vol. 47; no. 6; pp. 4897 - 4907
Main Authors: Yao, Jinli, Pan, Jie, Zeng, Yong
Format: Journal Article
Language:English
Published: 01.06.2025
ISSN:0162-8828, 1939-3539, 2160-9292, 1939-3539
Online Access:Get full text
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