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Adaptive Detection of Normal Mixture Signals with Pre-Estimated Gaussian Mixture Noise

Pattern recognition and image analysis, 2019-07, Vol.29 (3), p.377-383

Gorshenin, A. K.

2019

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Finite Normal Mixture Models for the Ensemble Learning of Recurrent Neural Networks with Applications to Currency Pairs

Pattern recognition and image analysis, 2022-12, Vol.32 (4), p.780-792

2022

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Software Tools for Statistical Analysis of Some Precipitation Characteristics

Pattern recognition and image analysis, 2018-10, Vol.28 (4), p.783-791

Gorshenin, A. K.

2018

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Max-Compound Cox Processes. III

Journal of mathematical sciences (New York, N.Y.), 2022-10, Vol.267 (2), p.273-288

2022

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The probability distribution of extreme precipitation

Doklady earth sciences, 2017-12, Vol.477 (2), p.1461-1466

2017

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Integro-differential Equations and Hereditary Systems: From Functional and Analytical Methods to Wavelets, Neural Networks, and Fuzzy Kernels

Pattern recognition and image analysis, 2018-07, Vol.28 (3), p.462-467

Gorshenin, A. K.

2018

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Scale Mixtures of Frechet Distributions as Asymptotic Approximations of Extreme Precipitation

Journal of mathematical sciences (New York, N.Y.), 2018-11, Vol.234 (6), p.886-903

2018

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Evolution of statistical properties of microturbulence during transient process under electron cyclotron resonance heating of the L-2M stellarator plasma

Plasma physics and controlled fusion, 2019-07, Vol.61 (7), p.75006

2019

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Statistical Analysis of Intra- and Interannual Variability of Extreme Values of Sensible and Latent Heat Fluxes in the North Atlantic in 1979–2021

Izvestiya. Atmospheric and oceanic physics, 2022-12, Vol.58 (6), p.609-624

2022

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Changes in Statistical Characteristics of Turbulent Plasma Density Fluctuations During a Transport Transition in the L-2M Stellarator

Plasma physics reports, 2022-07, Vol.48 (7), p.740-753

2022

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Efficiency of the Method for Detecting Normal Mixture Signals with Pre-Estimated Gaussian Mixture Noise

Pattern recognition and image analysis, 2020-07, Vol.30 (3), p.470-479

2020

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Neural Network Forecasting of Precipitation Volumes Using Patterns

Pattern recognition and image analysis, 2018-07, Vol.28 (3), p.450-461

2018

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Max-Compound Cox Processes. I

Journal of mathematical sciences (New York, N.Y.), 2019-03, Vol.237 (6), p.789-803

2019

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Research support system for stochastic data processing

Pattern recognition and image analysis, 2017-07, Vol.27 (3), p.518-524

2017

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Median Modifications of the EM-Algorithm for Separation of Mixtures of Probability Distributions and Their Applications to the Decomposition of Volatility of Financial Indexes

Journal of mathematical sciences (New York, N.Y.), 2017-11, Vol.227 (2), p.176-195

2017

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Some Features of the Intra-Annual Variability of Heat Fluxes in the North Atlantic

Izvestiya. Atmospheric and oceanic physics, 2021-11, Vol.57 (6), p.619-631

2021

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Doppler reflectometry studies of plasma gradient instabilities in L-2M stellarator

Journal of physics. Conference series, 2016-01, Vol.666 (1), p.12007

2016

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On a Spectral Analysis and Modeling of Non-Gaussian Processes in the Structural Plasma Turbulence

Journal of mathematical sciences (New York, N.Y.), 2016-10, Vol.218 (2), p.208-215

2016

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Statistical Detection of Movement Activities in a Human Brain by Moving Separation of Mixture Distributions

Journal of mathematical sciences (New York, N.Y.), 2016-10, Vol.218 (3), p.278-286

2016

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On the Convergence of Median Versions of the Expectation-Maximization Algorithm for the Separation of Finite Normal Mixtures

Journal of mathematical sciences (New York, N.Y.), 2022-10, Vol.267 (1), p.92-98

2022

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Improved Architecture and Configurations of Feedforward Neural Networks to Increase Forecasting Accuracy for Moments of Finite Normal Mixtures

Pattern recognition and image analysis, 2019, Vol.29 (1), p.79-88

2019

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OPTIMIZATION OF HYPERPARAMETERS OF NEURAL NETWORKS USING HIGH-PERFORMANCE COMPUTING FOR PREDICTION OF PRECIPITATION

Informatika i eë primenenii͡a, 2019-04

2019

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Toward High Performance Solutions as Services of Research Digital Platform

Procedia computer science, 2019, Vol.150, p.622-627

2019

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Testing of statistical hypotheses in the splitting component model

Moscow University computational mathematics and cybernetics, 2011-12, Vol.35 (4), p.176-183

Gorshenin, A. K.

2011

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DEVELOPMENT OF THE ALGORITHM OF NUMERICAL SOLUTION OF THE OPTIMAL INVESTMENT CONTROL PROBLEM IN THE CLOSED DYNAMICAL MODEL OF THREE-SECTOR ECONOMY

Informatika i eë primenenii͡a, 2016-01

2016

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Adaptive Detection of Normal Mixture Signals with Pre-Estimated Gaussian Mixture Noise

Finite Normal Mixture Models for the Ensemble Learning of Recurrent Neural Networks with Applications to Currency Pairs

Software Tools for Statistical Analysis of Some Precipitation Characteristics

Max-Compound Cox Processes. III

The probability distribution of extreme precipitation

Integro-differential Equations and Hereditary Systems: From Functional and Analytical Methods to Wavelets, Neural Networks, and Fuzzy Kernels

Scale Mixtures of Frechet Distributions as Asymptotic Approximations of Extreme Precipitation

Evolution of statistical properties of microturbulence during transient process under electron cyclotron resonance heating of the L-2M stellarator plasma

Statistical Analysis of Intra- and Interannual Variability of Extreme Values of Sensible and Latent Heat Fluxes in the North Atlantic in 1979–2021

Changes in Statistical Characteristics of Turbulent Plasma Density Fluctuations During a Transport Transition in the L-2M Stellarator

Efficiency of the Method for Detecting Normal Mixture Signals with Pre-Estimated Gaussian Mixture Noise

Neural Network Forecasting of Precipitation Volumes Using Patterns

Max-Compound Cox Processes. I

Research support system for stochastic data processing

Median Modifications of the EM-Algorithm for Separation of Mixtures of Probability Distributions and Their Applications to the Decomposition of Volatility of Financial Indexes

Some Features of the Intra-Annual Variability of Heat Fluxes in the North Atlantic

Doppler reflectometry studies of plasma gradient instabilities in L-2M stellarator

On a Spectral Analysis and Modeling of Non-Gaussian Processes in the Structural Plasma Turbulence

Statistical Detection of Movement Activities in a Human Brain by Moving Separation of Mixture Distributions

On the Convergence of Median Versions of the Expectation-Maximization Algorithm for the Separation of Finite Normal Mixtures

Improved Architecture and Configurations of Feedforward Neural Networks to Increase Forecasting Accuracy for Moments of Finite Normal Mixtures

OPTIMIZATION OF HYPERPARAMETERS OF NEURAL NETWORKS USING HIGH-PERFORMANCE COMPUTING FOR PREDICTION OF PRECIPITATION

Toward High Performance Solutions as Services of Research Digital Platform

Testing of statistical hypotheses in the splitting component model

DEVELOPMENT OF THE ALGORITHM OF NUMERICAL SOLUTION OF THE OPTIMAL INVESTMENT CONTROL PROBLEM IN THE CLOSED DYNAMICAL MODEL OF THREE-SECTOR ECONOMY

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