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Fingerprint Dive into the research topics where Нина Эдуардовна Голяндина is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Gene expression Технические дисциплины и материаловедение
Gene Expression Математика
Functional Inequalities Математика
Exponential Model Математика
Noisy Data Математика
Newton-Raphson method Технические дисциплины и материаловедение
Markov processes Технические дисциплины и материаловедение
Noise Биологические науки и медицина

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Research Output 1991 2019

EOP Time Series Prediction Using Singular Spectrum Analysis

Охотников, Г. & Голяндина, Н. Э., 2019, Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2019). RWTH Aahen University, Vol. 2466. 10 p. 1. (CEUR Workshop Proceedings ).

Research outputpeer-review

Open Access

Noise model estimation with application to gene expression

Zhornikova, P., Golyandina, N. & Spirov, A., 1 Apr 2019, In : Journal of Bioinformatics and Computational Biology. 17, 2, 20 p., 1950009.

Research output

Gene expression
Gene Expression
Singular Spectrum Analysis
Multiplicative Model
Newton-Raphson method
Time series

Singular Spectrum Analysis with R

Голяндина, Н. Э., Коробейников, А. И. & Zhigljavsky, A., 2018, Berlin Heidelberg: Springer. 272 p. (Use R!)

Research output

Two-Exponential Models of Gene Expression Patterns for Noisy Experimental Data

Alexandrov, T., Golyandina, N., Holloway, D., Shlemov, A. & Spirov, A., 1 Nov 2018, In : Journal of Computational Biology. 25, 11, p. 1220–1230 11 p.

Research output

Exponential Model
Noisy Data
Gene expression
Gene Expression
Experimental Data