A Deep Clustering Algorithm based on Gaussian Mixture Model

Clustering autonomously learns the implicit cluster structure in the original data without prior knowledge. The effect of ordinary clustering algorithms is not good to cluster high-dimensional data. In this paper, we propose a deep clustering algorithm based on Gaussian mixture model, which combines...

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Bibliographic Details

Published in:	Journal of physics. Conference series Vol. 1302; no. 3; pp. 32012 - 32020
Main Authors:	Lin, Xianghong, Yang, Xiaofei, Li, Ying
Format:	Journal Article
Language:	English
Published:	Bristol IOP Publishing 01.08.2019
Subjects:	Algorithms Clustering Coders Physics Probabilistic models
ISSN:	1742-6588, 1742-6596
Online Access:	Get full text
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