Invariant Coordinate Selection and Fisher discriminant subspace beyond the case of two groups

Invariant Coordinate Selection (ICS) is a multivariate technique that relies on the simultaneous diagonalization of two scatter matrices. It serves various purposes, including its use as a dimension reduction tool prior to clustering or outlier detection. Unlike methods such as Principal Component A...

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Hauptverfasser: Becquart, Colombe, Archimbaud, Aurore, Ruiz-Gazen, Anne, Prilć, Luka, Nordhausen, Klaus
Format: Artikel
Sprache:eng
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