Dr. Anna I. Sherstneva Profile

Dr. Anna I. Sherstneva

at National Research Tomsk State Univ

SPIE Involvement:

Author

Publications (14)

Proceedings Article | 31 July 2024 Paper

Basic minimum stack of experiments in time series forecasting with ARIMA model

Igor Botygin, Vladislav Sherstnev, Anna Sherstneva

Proceedings Volume 13217, 132170L (2024) https://doi.org/10.1117/12.3035836

KEYWORDS: Autoregressive models, Data modeling, Statistical analysis, Time series analysis, Systems modeling, Statistical modeling, Deep learning, Visualization, Machine learning, Interpolation

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Proceedings Article | 17 October 2023 Paper

Meteorological data analysis using extreme learning machines

I. Botygin, Yu. Volkov, V. Sherstnev, A. Sherstneva

Proceedings Volume 12780, 1278073 (2023) https://doi.org/10.1117/12.2690069

KEYWORDS: Neural networks, Extreme learning machines, Neurons, Meteorology, Machine learning, Wind speed, Education and training, Temperature metrology, Data analysis, Environmental monitoring

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Proceedings Article | 17 October 2023 Paper

Time series forecasting with multilayer perceptrons

I. Botygin, V. Tartakovsky, V. Sherstnev, A. Sherstneva

Proceedings Volume 12780, 1278072 (2023) https://doi.org/10.1117/12.2690068

KEYWORDS: Artificial neural networks, Data modeling, Education and training, Atmospheric modeling, Air temperature, Meteorology, Environmental monitoring, Climatology, Ultrasonics, Systems modeling

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Proceedings Article | 8 December 2022 Paper

Smoothing and extracting trend and cyclic components of time series

I. Botygin, V. Tartakovsky, V. Sherstnev, A. Sherstneva

Proceedings Volume 12341, 123417O (2022) https://doi.org/10.1117/12.2645396

KEYWORDS: Digital filtering, Optical filters, Bandpass filters, Signal to noise ratio, Signal processing, Nonlinear filtering, Linear filtering, Binary data, Ultrasonics, Temperature metrology

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Proceedings Article | 16 December 2021 Paper

Correlation-regression analysis of meteorological data from ultrasonic weather stations

I. Botygin, Yu. Volkov, V. Proskurov, V. Sherstnev, A. Sherstneva

Proceedings Volume 11916, 119165L (2021) https://doi.org/10.1117/12.2602981

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Proceedings Article | 16 December 2021 Paper

Study of the chaotic behaviour of temperature time series processes

I. Botygin, V. Tartakovsky, V. Sherstnev, A. Sherstneva, N. Shkulov

Proceedings Volume 11916, 119165K (2021) https://doi.org/10.1117/12.2602969

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Proceedings Article | 12 November 2020 Paper

Software for experimental studies of the atmospheric turbulence structure

A. Ya. Bogushevich, V. Sherstnev, A. Sherstneva, I. Botygin

Proceedings Volume 11560, 115608Z (2020) https://doi.org/10.1117/12.2576027

KEYWORDS: Atmospheric turbulence, Atmospheric physics, Meteorology, Ultrasonics, Data processing, Turbulence, Statistical analysis, Humidity, Atmospheric propagation

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Proceedings Article | 12 November 2020 Paper

Research of singular spectrum analysis in the processing of meteorological measurings

I. Botygin, K. Novitskaya, V. Tartakovsky, V. Sherstnev, A. Sherstneva

Proceedings Volume 11560, 1156090 (2020) https://doi.org/10.1117/12.2576032

KEYWORDS: Statistical analysis, Environmental sensing, Spectrum analysis, Meteorology, Ultrasonics, Data processing, Matrices, Data modeling, Climatology

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Proceedings Article | 18 December 2019 Paper

Filtering of signal obtained by logger of Earth's natural pulsed electromagnetic field using a recursive filter

I. Botygin, V. Gordeev, S. Yu. Malyshkov, V. Sherstnev, A. Sherstneva, V. Krutikov

Proceedings Volume 11208, 1120881 (2019) https://doi.org/10.1117/12.2540907

KEYWORDS: Filtering (signal processing), Electronic filtering, Digital filtering, Electromagnetism, Wavelets, Interference (communication), Magnetism, Matrices, Space operations, Satellites

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Proceedings Article | 13 December 2018 Paper

Research of correlation dependences meteorological parameters

N. Soltaganov, V. Sherstnev, V. Tartakovsky, A. Sherstneva, I. Botygin

Proceedings Volume 10833, 108336G (2018) https://doi.org/10.1117/12.2504693

KEYWORDS: Temperature metrology, Meteorology, Environmental sensing, Clouds, Matrices, Analytical research, Statistical analysis, Humidity, Directed energy weapons, Climatology

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Proceedings Article | 13 December 2018 Paper

Software complex for information support of computationally difficult tasks

V. Sherstnev, V. Tartakovsky, V. Krutikov, A. Sherstneva, I. Botygin

Proceedings Volume 10833, 108330P (2018) https://doi.org/10.1117/12.2504668

KEYWORDS: Data processing, Computing systems, Distributed computing, Data acquisition, Meteorology, Parallel computing, Data storage, Climatology, Computer science, Algorithm development

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