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Subspace clustering with automatic feature grouping

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Publication:1669619
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DOI10.1016/j.patcog.2015.05.016zbMath1394.68285OpenAlexW861238194MaRDI QIDQ1669619

Michael Kwok-Po Ng, Guojun Gan

Publication date: 3 September 2018

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2015.05.016

zbMATH Keywords

data clustering\(k\)-meanssubspace clusteringfeature group


Mathematics Subject Classification ID

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


Related Items

Transfer learning-assisted multi-objective evolutionary clustering framework with decomposition for high-dimensional data, A survey on soft subspace clustering



Cites Work

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  • A feature group weighting method for subspace clustering of high-dimensional data
  • Subspace clustering of high-dimensional data: a predictive approach
  • Application of data clustering and machine learning in variable annuity valuation
  • Robust subspace clustering
  • A convergence theorem for the fuzzy subspace clustering (FSC) algorithm
  • Enhanced soft subspace clustering integrating within-cluster and between-cluster information
  • Data Clustering in C++
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