Genie+OWA: Robustifying hierarchical clustering with OWA-based linkages

We investigate the application of the Ordered Weighted Averaging (OWA) data fusion operator in agglomerative hierarchical clustering. The examined setting generalises the well-known single, complete and average linkage schemes. It allows to embody expert knowledge in the cluster merge process and to...

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Bibliographic Details

Published in:	Information sciences Vol. 520; pp. 324 - 336
Main Authors:	Cena, Anna, Gagolewski, Marek
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.05.2020
Subjects:	Aggregation Data fusion Genie Hierarchical clustering OWA Aggregation OWA Data fusion Genie Hierarchical clustering
ISSN:	0020-0255, 1872-6291
Online Access:	Get full text
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