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20142022
most citedLinear System Identification in a Nonlinear Setting - Nonparametric analysis of the nonlinear distortions and their impact on the best linear approximation

109 citations · 955 across the 41 of their papers we have counts for

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eess.SY2014★ 26 cited

Perturbed Datasets Methods for Hypothesis Testing and Structure of Corresponding Confidence Sets

Sándor Kolumbán, István Vajk, Johan Schoukens

Hypothesis testing methods that do not rely on exact distribution assumptions have been emerging lately. The method of sign-perturbed sums (SPS) is capable of characterizing confid…

math.NA2014★ 58 cited

Decoupling Multivariate Polynomials Using First-Order Information

Philippe Dreesen, Mariya Ishteva, Johan Schoukens

We present a method to decompose a set of multivariate real polynomials into linear combinations of univariate polynomials in linear forms of the input variables. The method procee…