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

Clustering is a classic data mining technology, which has been widely used in pattern recognition, machine learning, artificial intelligence and other fields. Through clustering analysis, the deep structure of the target data set can be effectively discovered. As a commonly used partitioning and clu...

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Bibliographic Details

Published in:	Ji suan ji ke xue Vol. 49; no. 1; pp. 121 - 132
Main Authors:	Zhang, Ya-di, Sun, Yue, Liu, Feng, Zhu, Er-zhou
Format:	Journal Article
Language:	Chinese
Published:	Chongqing Guojia Kexue Jishu Bu 01.01.2022 Editorial office of Computer Science
Subjects:	Algorithms Artificial intelligence Cluster analysis Clustering clustering algorithm|clustering validity index|optimal clustering number|cluster center|data mining Data mining Datasets Density Machine learning Outliers (statistics) Parameters Pattern recognition
ISSN:	1002-137X
Online Access:	Get full text
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