Nina Golyandina

21 papers Misc 1Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Information Criteria for Signal Extraction Using Singular Spectrum Analysis: White and Red Noise.
Algorithms
Nina Golyandina, Nikita Zvonarev
2023 J jnl
Intelligent Identification of Trend Components in Singular Spectrum Analysis.
Algorithms
Nina Golyandina, Pavel Dudnik, Alexander Shlemov
2022 J jnl
Fast and stable modification of the Gauss-Newton method for low-rank signal estimation.
Numer. Linear Algebra Appl.
Nikita Zvonarev, Nina Golyandina
2022 J jnl
Mixed Alternating Projections with Application to Hankel Low-Rank Approximation.
Algorithms
Nikita Zvonarev, Nina Golyandina
2021 J jnl
Fast and stable modification of the Gauss-Newton method for low-rank signal estimation.
CoRR
Nikita Zvonarev, Nina Golyandina
2021 J jnl
Low-rank signal subspace: parameterization, projection and signal estimation.
CoRR
Nikita Zvonarev, Nina Golyandina
2019 J jnl
Blind deconvolution of covariance matrix inverses for autoregressive processes.
CoRR
Nina Golyandina, Anatoly Zhigljavsky
2019 — conf
EOP Time Series Prediction Using Singular Spectrum Analysis.
MACLEAN@PKDD/ECML
Grigory Okhotnikov, Nina Golyandina
2019 J jnl
Noise model estimation with application to gene expression.
J. Bioinform. Comput. Biol.
Polina Zhornikova, Nina Golyandina, Alexander V. Spirov
2018 J jnl
Two-Exponential Models of Gene Expression Patterns for Noisy Experimental Data.
J. Comput. Biol.
Theodore Alexandrov, Nina Golyandina, David M. Holloway, Alexander Shlemov, Alexander V. Spirov
2014 J jnl
Basic Singular Spectrum Analysis and forecasting with R.
Comput. Stat. Data Anal.
Nina Golyandina, Anton I. Korobeynikov
2012 Misc conf
Measuring Gene Expression Noise in Early Drosophila Embryos: Nucleus-to-nucleus Variability.
ICCS
Nina Golyandina, David M. Holloway, Francisco J. P. Lopes, Alexander V. Spirov, Ekaterina N. Spirova, Konstantin Usevich
2012 — conf
Measuring Gene Expression Noise in Early Drosophila Embryos: The Highly Dynamic Compartmentalized Micro-environment of the Blastoderm Is One of the Main Sources of Noise.
EvoBIO
Alexander V. Spirov, Nina Golyandina, David M. Holloway, Theodore Alexandrov, Ekaterina N. Spirova, Francisco J. P. Lopes
2012 J jnl
New approaches to nonparametric density estimation and selection of smoothing parameters.
Comput. Stat. Data Anal.
Nina Golyandina, Andrey Pepelyshev, Ansgar Steland
2011 J jnl
Gene Expression Noise in Spatial Patterning:
PLoS Comput. Biol.
David M. Holloway, Francisco J. P. Lopes, Luciano da Fontoura Costa, Bruno Augusto Nassif Travençolo, Nina Golyandina, Konstantin Usevich, Alexander V. Spirov
2008 J jnl
Singular Spectrum Analysis of Gene Expression Profiles of Early
J. Electr. Comput. Eng.
Theodore Alexandrov, Nina Golyandina, Alexander V. Spirov
2004 J jnl
Convergence rate for spherical processes with shifted centres.
Monte Carlo Methods Appl.
Nina Golyandina
2004 — conf
Monte Carlo solution for the Poisson equation on the base of spherical processes with shifted centres.
Algorithms and Complexity for Continuous Problems
Nina Golyandina
2003 J jnl
Central Limit Theorem for (n, k)-particle processes solving balance equations.
Monte Carlo Methods Appl.
Nina Golyandina
2001 — book
Analysis of Time Series Structure - SSA and Related Techniques.
Nina Golyandina, Vladimir Nekrutkin, Anatoly A. Zhigljavsky
1999 J jnl
Homogeneous Balance Equation for Measures: Errors of the Stochastic Solution.
Monte Carlo Methods Appl.
Nina Golyandina, Vladimir Nekrutkin