Unions of Subspaces for Data Modeling and Subspace Clustering

DOI10.1007/978-0-8176-8376-4_1zbMATH Open1344.94016OpenAlexW324568108MaRDI QIDQ5261080

Akram Aldroubi

Publication date: 1 July 2015

Published in: Applied and Numerical Harmonic Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-0-8176-8376-4_1

zbMATH Keywords

spectral clusteringsparse signalsmotion segmentationunion of subspacessubspace segmentationminimum subspace approximation property (MSAP)nearness to local subspacesnon-linear signal modelssignal learning from observations

Mathematics Subject Classification ID

Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Numerical methods in Fourier analysis (65T99)

Related Items (1)

\(k\)-Fold unions of low-dimensional concept classes

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