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1 IntroductionFigure I.1. Third-order PARAFAC modelFigure I.2. Third-order Tucker modelFigure I.3. Fourth-order TT model

2 Chapter 3Figure 3.1. Fibers of a third-order tensorFigure 3.2. Matrix slices of a third-order tensorFigure 3.3. Unfolding B_J1×J2I3.

3 Appendix Random Variables and Stochastic ProcessesFigure A1.1. Symmetry regions of the third-order cumulant