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Konstantin Usevich | Researchclopedia

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Konstantin Usevich

Centre National de la Recherche Scientifique ORCID

146

Works

1,338

Citations

20

h-index

31

i10-index

Research Topics

Tensor decomposition and applications Sparse and Compressive Sensing Techniques Statistical and numerical algorithms

Affiliations

Institut polytechnique de Grenoble2014–2014

Centre National de la Recherche Scientifique2013–2026

Vrije Universiteit Brussel2013–2014

St Petersburg University2010–2012

Grain Inspection, Packers and Stockyards Administration2013–2017

Top Works

Multivariate and 2D Extensions of Singular Spectrum Analysis with the<b>Rssa</b>Package

Nina Golyandina,Anton Korobeynikov,et al.

201599 citations

Image and Signal Denoising Methods

Matrix Theory and Algorithms

Gene Expression Noise in Spatial Patterning: hunchback Promoter Structure Affects Noise Amplitude and Distribution in Drosophila Segmentation

David M. Holloway,Francisco J. P. Lopes,et al.

201185 citations

Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms

Clémence Prévost,Konstantin Usevich,et al.

202077 citations

Structured Low-Rank Approximation with Missing Data

Ivan Markovsky,Konstantin Usevich

201376 citations

Software for weighted structured low-rank approximation

Ivan Markovsky,Konstantin Usevich

201375 citations

Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations, and Perturbation Analysis

Souleymen Sahnoun,Konstantin Usevich,et al.

201771 citations

Multivariate and 2D Extensions of Singular Spectrum Analysis with the Rssa Package

Nina Golyandina,Anton Korobeynikov,et al.

201368 citations

2D-Extension of Singular Spectrum Analysis: Algorithm and Elements of Theory

Nina Golyandina,Konstantin Usevich

201060 citations

A Recursive Restricted Total Least-Squares Algorithm

Stephan Rhode,Konstantin Usevich,et al.

201455 citations