A Clustering Validity Index Based on Pairing Frequency

A Clustering Validity Index Based on Pairing Frequency

Clustering is an important problem, which has been applied in many research areas. However, there is a large variety of clustering algorithms and each could produce quite different results depending on the choice of algorithm and input parameters, so how to evaluate clustering quality and find out t...

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Bibliographic Details
Main Authors: Hongyan Cui, Kuo Zhang, Yajun Fang, Stanislav Sobolevsky, Carlo Ratti, Berthold K. P. Horn
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Pairwise pattern
clustering validity
clustering analysis
fuzzy c-means
Online Access:https://ieeexplore.ieee.org/document/8039535/

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