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Efficient regularized spectral data embedding

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Publication:2036143
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DOI10.1007/s11634-020-00386-8OpenAlexW3008542237MaRDI QIDQ2036143

Mohamed Nadif, Lazhar Labiod

Publication date: 28 June 2021

Published in: Advances in Data Analysis and Classification. ADAC (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11634-020-00386-8


zbMATH Keywords

spectral clusteringdata sciencedata embedding


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)



Uses Software

  • darch
  • CoClust


Cites Work

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  • Clustering of functional data in a low-dimensional subspace
  • Clustering and disjoint principal component analysis
  • Mutual information, phi-squared and model-based co-clustering for contingency tables
  • On the eigenvectors of \(p\)-Laplacian
  • Directional co-clustering
  • A generalized solution of the orthogonal Procrustes problem
  • Reducing the Dimensionality of Data with Neural Networks
  • On Using Principal Components Before Separating a Mixture of Two Multivariate Normal Distributions
  • Clustering for binary data and mixture models—choice of the model
  • 10.1162/153244303321897735
  • Factorial \(k\)-means analysis for two-way data.




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