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Konstantin Usevich
Konstantin Usevich
CNRS and Université de Lorraine, Nancy, France
Verified email at statmod.ru - Homepage
Title
Cited by
Cited by
Year
Multivariate and 2D Extensions of Singular Spectrum Analysis with the Rssa Package
N Golyandina, A Korobeynikov, A Shlemov, K Usevich
Journal of Statistical Software 67, 1-78, 2015
1272015
Structured low-rank approximation with missing data
I Markovsky, K Usevich
SIAM Journal on Matrix Analysis and Applications, 2013
822013
2D-extension of Singular Spectrum Analysis: algorithm and elements of theory
NE Golyandina, KD Usevich
Matrix Methods: Theory, Algorithms, Applications World Scientific, 449-473, 2010
802010
Software for weighted structured low-rank approximation
I Markovsky, K Usevich
Journal of Computational and Applied Mathematics, 2014
792014
Gene expression noise in spatial patterning: hunchback promoter structure affects noise amplitude and distribution in Drosophila segmentation
DM Holloway, FJP Lopes, L da Fontoura Costa, BAN Travençolo, ...
PLoS computational biology 7 (2), e1001069, 2011
772011
Variable projection for affinely structured low-rank approximation in weighted 2-norms
K Usevich, I Markovsky
Journal of Computational and Applied Mathematics, 2013
632013
Filtering of digital terrain models by 2D Singular Spectrum Analysis
N Golyandina, I Florinsky, K Usevich
International Journal of Ecology & Development 8 (F07), 81-94, 2007
542007
multidimensional ESPRIT for damped and undamped signals: algorithm, computations, and perturbation analysis
S Sahnoun, K Usevich, P Comon
IEEE Transactions on Signal Processing 65 (22), 5897-5910, 2017
512017
Hyperspectral super-resolution with coupled Tucker approximation: Recoverability and SVD-based algorithms
C Prévost, K Usevich, P Comon, D Brie
IEEE Transactions on Signal Processing 68, 931-946, 2020
472020
A Recursive Restricted Total Least-squares Algorithm
S Rhode, K Usevich, I Markovsky, F Gauterin
39*
Factorization Approach to Structured Low-Rank Approximation with Applications
M Ishteva, K Usevich, I Markovsky
SIAM Journal on Matrix Analysis and Applications 35 (3), 1180-1204, 2014
372014
Optimization on a Grassmann manifold with application to system identification
K Usevich, I Markovsky
Automatica 50 (6), 1656-1662, 2014
372014
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability
RA Borsoi, C Prévost, K Usevich, D Brie, JCM Bermudez, C Richard
IEEE Journal of Selected Topics in Signal Processing 15 (3), 702-717, 2021
272021
On signal and extraneous roots in Singular Spectrum Analysis
K Usevich
Statistics and Its Interface 3 (3), 281--295, 2010
252010
Variable projection methods for approximate (greatest) common divisor computations
K Usevich, I Markovsky
Theoretical Computer Science 681, 176-198, 2017
24*2017
Globally convergent Jacobi-type algorithms for simultaneous orthogonal symmetric tensor diagonalization
J Li, K Usevich, P Comon
SIAM Journal on Matrix Analysis and Applications 39 (1), 1-22, 2018
232018
Hankel low-rank matrix completion: performance of the nuclear norm relaxation
K Usevich, P Comon
IEEE Journal of Selected Topics in Signal Processing 10 (4), 637-646, 2016
232016
Identifiability of an X-rank decomposition of polynomial maps
P Comon, Y Qi, K Usevich
SIAM Journal on Applied Algebra and Geometry 1 (1), 388-414, 2017
22*2017
Structured low-rank matrix completion for forecasting in time series analysis
J Gillard, K Usevich
International Journal of Forecasting 34 (4), 582-597, 2018
202018
Identification of a block-structured model with several sources of nonlinearity
A Van Mulders, L Vanbeylen, K Usevich
2014 European Control Conference (ECC), 1717-1722, 2014
202014
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