Cluster validity indices for automatic clustering: A comprehensive review
The Cluster Validity Index is an integral part of clustering algorithms. It evaluates inter-cluster separation and intra-cluster cohesion of candidate clusters to determine the quality of potential solutions. Several cluster validity indices have been suggested for both classical clustering algorith...
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Main Authors: | Abiodun M. Ikotun, Faustin Habyarimana, Absalom E. Ezugwu |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2025-01-01
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Series: | Heliyon |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2405844025003330 |
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