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• W2024182011 abstract "In this paper we review a multilinear generalization of the singular value decomposition and the best rank-(R1,R2,…,RN) approximation of higher-order tensors. We show that they are important tools for dimensionality reduction in higher-order signal processing. We discuss applications in independent component analysis, simultaneous matrix diagonalization and subspace variants of algorithms based on higher-order statistics." @default.
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• W2024182011 date "2004-11-01" @default.
• W2024182011 modified "2023-10-16" @default.
• W2024182011 title "Dimensionality reduction in higher-order signal processing and rank-(R1,R2,…,RN) reduction in multilinear algebra" @default.
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• W2024182011 doi "https://doi.org/10.1016/j.laa.2004.01.016" @default.
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