K-Linkage: A New Agglomerative Approach for Hierarchical Clustering

K-Linkage: A New Agglomerative Approach for Hierarchical Clustering

In agglomerative hierarchical clustering, the traditional approaches of computing cluster distances are single, complete, average and centroid linkages. However, single-link and complete-link approaches cannot always reflect the true underlying relationship between clusters, because they only cons...

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Bibliographic Details
Main Authors: YILDIRIM, P., BIRANT, D.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2017-11-01
Series:Advances in Electrical and Computer Engineering
Subjects:
clustering
data mining
data processing
knowledge discovery
unsupervised learning
Online Access:http://dx.doi.org/10.4316/AECE.2017.04010

Internet

http://dx.doi.org/10.4316/AECE.2017.04010

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