DeepCluE: Enhanced Deep Clustering via Multi-Layer Ensembles in Neural Networks

Author:

Huang Dong1ORCID,Chen Ding-Hua1,Chen Xiangji1ORCID,Wang Chang-Dong2ORCID,Lai Jian-Huang2ORCID

Affiliation:

1. College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China

2. School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China

Funder

National Natural Science Foundation of China

Guangdong Provincial Key Laboratory of Intellectual Property and Big Data

Science and Technology Program of Guangzhou, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference56 articles.

1. Data clustering: 50 years beyond K-means

2. Towards K-means-friendly spaces: Simultaneous deep learning and clustering;Yang,2017

3. Unsupervised deep embedding for clustering analysis;Xie,2016

4. Joint Unsupervised Learning of Deep Representations and Image Clusters

5. Improved Deep Embedded Clustering with Local Structure Preservation

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