K-means Clustering Algorithm and Its Improvement Research

Clustering is a typical unsupervised learning method, and it is also very important in natural language processing. K-means is one of the classical algorithms in clustering. In k-means algorithm, the processing mode of abnormal data and the similarity calculation method will affect the clustering di...

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Bibliographic Details

Published in:	Journal of physics. Conference series Vol. 1873; no. 1; p. 12074
Main Authors:	Zhao, YanPing, Zhou, XiaoLai
Format:	Journal Article
Language:	English
Published:	Bristol IOP Publishing 01.04.2021
Subjects:	Algorithms Cluster analysis Clustering Euclidean geometry Machine learning Mathematical analysis Natural language processing Physics Similarity Vector quantization
ISSN:	1742-6588, 1742-6596
Online Access:	Get full text
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