Joint Deep Multi-View Learning for Image Clustering

Yuan Xie,Bingqian Lin,Yanyun Qu,Cuihua Li,Wensheng Zhang,Lizhuang Ma,Yonggang Wen,Dacheng Tao

IEEE Transactions on Knowledge and Data Engineering（2021）

引用 83|浏览374

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摘要

In this paper, a novel Deep Multi-view Joint Clustering (DMJC) framework is proposed, where multiple deep embedded features, multi-view fusion mechanism, and clustering assignments can be learned simultaneously. Through the joint learning strategy, the clustering-friendly multi-view features and useful multi-view complementary inform...

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关键词

Clustering methods,Feature extraction,Electronic mail,Correlation,Learning systems,Clustering algorithms,Machine learning

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