Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

    Zhou, G.
    Zhou, G.
    Zhao, Q.
    Zhao, Q.
    Zhang, Y.
    Zhang, Y.
    Adali, T.
    Adali, T.

    Proceedings of the IEEE, Volume PP, Issue 99, 2016, Pages 1-22.

    Cited by: 85|Bibtex|Views7|Links
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    Keywords:
    (multilinear) independent component analysis(multiway) blind source separation (BSS)Analysis of multirelational dataCP (CANDECOMP/PARAFAC) decompositionsconstrained Tucker decompositions for multiblock dataMore(4+)

    Abstract:

    With the increasing availability of various sensor technologies, we now have access to large amounts of multiblock (also called multiset, multirelational, or multiview) data that need to be jointly analyzed to explore their latent connections. Various component analysis methods have played an increasingly important role for the analysis o...More

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