Study on Density Parameter and Center-Replacement Combined K-means and New Clustering Validity Index

Study on Density Parameter and Center-Replacement Combined K-means and New Clustering Validity Index

As a classical data mining technique,clustering is widely used in fields as pattern recognition,machine learning,artificial intelligence,and so on.By effective clustering analysis,the underlying structures of datasets can be identified.As a commonly used partitional clustering algorithm,K-means is s...

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Bibliographic Details
Main Author: ZHANG Ya-di, SUN Yue, LIU Feng, ZHU Er-zhou
Format: Article
Language:zho
Published: Editorial office of Computer Science 2022-01-01
Series:Jisuanji kexue
Subjects:
clustering algorithm|clustering validity index|optimal clustering number|cluster center|data mining
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-1-121.pdf

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