Volume and Surface Area-Based Cluster Validity Index

Cluster validity index plays an important role in assessing the quality of clustering results. However, most of the existing validity indices take a trial-and-error strategy, and their correctness depend on not only the measurements of intra- and inter-cluster distances but also the specific cluster...

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Bibliographic Details
Main Authors: Qi Li, Shihong Yue, Mingliang Ding
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8967111/