On using supervised clustering analysis to improve classification performance

DOI10.1016/j.ins.2018.04.080zbMath1440.68209OpenAlexW2799612214WikidataQ129878024 ScholiaQ129878024MaRDI QIDQ2195302

Yunyuan Gao, Xugang Xi, Rui Huang, Haitao Gan, Zhizeng Luo

Publication date: 8 September 2020

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2018.04.080

zbMATH Keywords

k-meanssupervised classificationsupervised clusteringregularized least squares classification

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Discriminatively regularized least-squares classification
• Semi-supervised clustering with metric learning: an adaptive kernel method
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