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- W2952205028 abstract "Modeling variability in tensor decomposition methods is one of the challenges of source separation. One possible solution to account for variations from one data set to another, jointly analysed, is to resort to the PARAFAC2 model. However, so far imposing constraints on the mode with variability has not been possible. In the following manuscript, a relaxation of the PARAFAC2 model is introduced, that allows for imposing nonnegativity constraints on the varying mode. An algorithm to compute the proposed flexible PARAFAC2 model is derived, and its performance is studied on both synthetic and chemometrics data." @default.
- W2952205028 created "2019-06-27" @default.
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- W2952205028 date "2018-02-14" @default.
- W2952205028 modified "2023-09-27" @default.
- W2952205028 title "Nonnegative PARAFAC2: a flexible coupling approach" @default.
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- W2952205028 hasPublicationYear "2018" @default.
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