A framework for deep constrained clustering

DOI10.1007/s10618-020-00734-4zbMath1473.68182arXiv2101.02792OpenAlexW3122205983MaRDI QIDQ2659286

Ian Davidson, Tianyang Zhan, Sugato Basu, Hongjing Zhang

Publication date: 26 March 2021

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.02792

zbMATH Keywords

semi-supervised learningdeep learningconstrained clusteringrepresentation learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Artificial neural networks and deep learning (68T07)

Uses Software

• RCV1
• FaceNet
• t-SNE
• GitHub
• SpectralNet

Cites Work

• Algorithms for the Assignment and Transportation Problems
• Constrained Clustering
• Unnamed Item

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