1. 2024
  2. A permutation approach to evaluating the performance of a forecasting model of methane content in the atmospheric surface layer of arctic region

    Sergeev, A., Shichkin, A., Baglaeva, E., Buevich, A. & Butorova, A., 1 Feb 2024, In: Atmospheric Pollution Research. 15, 2, 102000.

    Research output: Contribution to journalArticlepeer-review

  3. 2023
  4. Mono vs Stereo Modes of Visual-Auditory Sensory Substitution in Spatial Localization Task

    Butorova, A. S., Koryukin, E. A., Nurullina, N. I., Bobakov, V. S. & Sergeev, A. P., 18 Sept 2023, Proceedings - 5th International Conference "Neurotechnologies and Neurointerfaces", CNN 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 16-19 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  5. Counter-prediction approach to predict the missing values of a spatial series on the example of the dustiness in the snow cover

    Sergeev, A. P., Shichkin, A. V., Buevich, A. G. & Baglaeva, E. M., 1 Jun 2023, In: Modeling Earth Systems and Environment. 9, 2, p. 1523-1530 8 p.

    Research output: Contribution to journalArticlepeer-review

  6. Computer vision for obtaining retrospective data of urbanized landscape condition

    Koryukin, E. A., Bobakov, V. S., Butorova, A. S. & Sergeev, A. P., 15 May 2023, Proceedings - 2023 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 274-277 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  7. Application of the Wavelet Data Transformation for the Time Series Forecasting by the Artificial Neural Network: book chapter

    Butorova, A., Baglaeva, E., Subbotina, I., Sergeeva, M., Sergeev, A., Shichkin, A., Buevich, A. & Petrov, P., 18 Mar 2023, New Trends in the Applications of Differential Equations in Sciences: book. Slavova, A. (ed.). Springer Cham, p. 365-370 6 p. (Springer Proceedings in Mathematics & Statistics; vol. 412).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  8. Prediction of the Time Series by the Various Types of Artificial Neural Networks by the Example of Different Time Intervals of the Content of Methane in the Atmosphere: book chapter

    Butorova, A., Buevich, A., Shichkin, A., Sergeev, A., Baglaeva, E., Sergeeva, M., Subbotina, I. & Vasilev, J., 18 Mar 2023, New Trends in the Applications of Differential Equations in Sciences: book. Slavova, А. (ed.). Springer Cham, p. 383-388 16 p. (Springer Proceedings in Mathematics & Statistics; vol. 412).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  9. The topology of fMRI-based networks defines the performance of a graph neural network for the classification of patients with major depressive disorder

    Pitsik, E. N., Maximenko, V. A., Kurkin, S. A., Sergeev, A. P., Stoyanov, D., Paunova, R., Kandilarova, S., Simeonova, D. & Hramov, A. E., 1 Feb 2023, In: Chaos, Solitons and Fractals. 167, 113041.

    Research output: Contribution to journalArticlepeer-review

  10. Classification of graph topologies by machine learning methods: book chapter

    Bobakov, V., Koryukin, E., Butorova, A. & Sergeev, A., 2023, Proceedings - 7th Scientific School: Dynamics of Complex Networks and their Applications, DCNA 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 32-35 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  11. Influence of the transfer function of the NARX network hidden layer on the accuracy of predicting the changes in the surface methane concentration

    Medvedev, A., Sergeev, A., Buevich, A., Shichkin, A. & Sergeeva, M., 2023, In: AIP Conference Proceedings. 2849, 1, 090025.

    Research output: Contribution to journalConference articlepeer-review

  12. Статистические методы в системах управления качеством (в полиграфии): учебное пособие

    Арапов, С. Ю., Сергеев, А. П., Арапова, С. П., Мильдер, О. Б. (ed.) & Мартюшев, Л. М., 2023, Екатеринбург: Издательство Уральского университета. 184 p.

    Research output: Book/ReportScholarly editionpeer-review

  13. 2022
  14. Comparing the Types of Artificial Neural Networks to Predict the Carbon Dioxide Concentration Changes

    Sergeev, A., Buevich, A., Shichkin, A., Baglaeva, E., Subbotina, I. & Sergeeva, M., 6 Apr 2022, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2020. Simos, T. E., Simos, T. E., Simos, T. E., Simos, T. E. & Tsitouras, C. (eds.). American Institute of Physics Inc., 110007. (AIP Conference Proceedings; vol. 2425).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  15. Improved Algorithm for Splitting Raw Data into Training and Test Subsamples for MLP-Based Models

    Sergeev, A., Rakhmatova, A., Buevich, A., Shichkin, A., Baglaeva, E. & Subbotina, I., 6 Apr 2022, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2020. Simos, T. E., Simos, T. E., Simos, T. E., Simos, T. E. & Tsitouras, C. (eds.). American Institute of Physics Inc., 110009. (AIP Conference Proceedings; vol. 2425).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  16. Short-Term Forecast the Dynamics of Changes in the Surface Concentration of Methane Using a Non-Linear Autoregressive Neural Network with External Input and Vector Autoregression Model

    Sergeev, A., Shichkin, A., Buevich, A., Rakhmatova, A. & Remezova, M., 6 Apr 2022, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2020. Simos, T. E., Simos, T. E., Simos, T. E., Simos, T. E. & Tsitouras, C. (eds.). American Institute of Physics Inc., 110010. (AIP Conference Proceedings; vol. 2425).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  17. The Pattern of Some Greenhouse Gases Content in the Air of Belyy Island in the Russian Arctic Region

    Sergeev, A., Baglaeva, E., Buevich, A., Shichkin, A. & Remezova, M., 6 Apr 2022, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2020. Simos, T. E., Simos, T. E., Simos, T. E., Simos, T. E. & Tsitouras, C. (eds.). American Institute of Physics Inc., 110008. (AIP Conference Proceedings; vol. 2425).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  18. Anamnestic, clinical and laboratory features of the acute period of ischemic stroke in young patients

    Gusev, V. V., Kovtun, O. P., Lvova, O. A., Partylova, E. A., Sergeev, A. P., Sergeeva, M. V., Yanchuk, I. T., Dobrazova, D. A., Suvorkov, P. A. & Shamalov, N. A., 2022, In: Nevrologiya, Neiropsikhiatriya, Psikhosomatika. 14, 3, p. 12-18 7 p.

    Research output: Contribution to journalArticlepeer-review

  19. Psychophysical Model of the Signal Detection Theory in the Categorization Task of Textual and Pictographic Visual Stimuli

    Butorova, A. S., Sergeev, A. P. & Tarasov, D. A., 2022, Proceedings - 2022 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 228-231 4 p. (Proceedings - 2022 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  20. The vOICe Visual-Auditory Sensory Substitution Technology in the Depth Perception Task

    Butorova, A. S., Naizagarinova, A. A., Tarasov, D. A. & Sergeev, A. P., 2022, Proceedings - 6th Scientific School "Dynamics of Complex Networks and their Applications", DCNA 2022. Institute of Electrical and Electronics Engineers Inc., p. 65-68 4 p. (Proceedings - 6th Scientific School "Dynamics of Complex Networks and their Applications", DCNA 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  21. 2021
  22. RISK MANAGEMENT PROCESSES IN INFORMATION SYSTEMS DEVELOPMENT

    Petrov, P., Stoev, S., Radev, M., Sergeev, A. & Dimitrov, G., 20 Dec 2021, In: International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management, SGEM. 21, 7.1, p. 467-473 7 p.

    Research output: Contribution to journalConference articlepeer-review

  23. The extraction of the training subset for the spatial distribution modelling of the heavy metals in topsoil

    Baglaeva, E. M., Sergeev, A. P., Shichkin, A. V. & Buevich, A. G., Dec 2021, In: Catena. 207, 8 p., 105699.

    Research output: Contribution to journalArticlepeer-review

  24. A two-step combined algorithm based on NARX neural network and the subsequent prediction of the residues improves prediction accuracy of the greenhouse gases concentrations

    Buevich, A., Sergeev, A., Shichkin, A. & Baglaeva, E., Mar 2021, In: Neural Computing and Applications. 33, 5, p. 1547-1557 11 p.

    Research output: Contribution to journalArticlepeer-review

  25. Forecasting of some greenhouse gases content trend in the air of the Russian Arctic region

    Baglaeva, E., Buevich, A., Sergeev, A., Rakhmatova, A. & Shichkin, A., Feb 2021, In: Atmospheric Pollution Research. 12, 2, p. 68-75 8 p.

    Research output: Contribution to journalArticlepeer-review

  26. 2020
  27. Studying recognition dynamics of monochrome symbolic images by a rapid serial visual presentation method

    Tarasova, T., Sergeev, A. & Tarasov, D., 9 Dec 2020, VII International Young Researchers'' Conference - Physics, Technology, Innovations, PTI 2020. Volkovich, V. A., Kashin, I. V., Smirnov, A. A. & Narkhov, E. D. (eds.). American Institute of Physics Inc., 4 p. 070028. (AIP Conference Proceedings; vol. 2313).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  28. Conjoint approach of the "residual" prediction and the nonlinear autoregressive neural network increases the forecast precision of the base model

    Sergeev, A., Shichkin, A., Buevich, A., Baglaeva, E., Subbotina, I., Rakhmatova, A., Kosachenko, A., Moskaleva, A., Medvedev, A. & Sergeeva, M., 24 Nov 2020, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2019. Simos, T. & Tsitouras, C. (eds.). American Institute of Physics Inc., 4 p. 120021. (AIP Conference Proceedings; vol. 2293).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  29. Prediction the dynamic of changes in the concentrations of main greenhouse gases by an artificial neural network type NARX

    Sergeev, A., Buevich, A., Shichkin, A., Baglaeva, E., Subbotina, I., Medvedev, A. & Sergeeva, M., 24 Nov 2020, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2019. Simos, T. & Tsitouras, C. (eds.). American Institute of Physics Inc., 4 p. 120020. (AIP Conference Proceedings; vol. 2293).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  30. The forecast of the methane concentration changes for the different time periods on the arctic island bely

    Medvedev, A., Sergeev, A., Shichkin, A., Baglaeva, E., Subbotina, I., Buevich, A. & Sergeeva, M., 24 Nov 2020, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2019. Simos, T. & Tsitouras, C. (eds.). American Institute of Physics Inc., 4 p. 120019. (AIP Conference Proceedings; vol. 2293).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  31. THE FORECAST VALUE OF THROMBOPHILIC POLYMORPHISMS' COMBINATIONS ON THE PROBABILITY OF PEDIATRIC ISCHEMIC STROKE

    Gusev, V., Lvova, O., Kosachenko, A., Butorova, A. & Sergeev, A., Nov 2020, In: International Journal of Stroke. 15, 1_SUPPL, p. 633-633 1 p.

    Research output: Contribution to journalMeeting Abstractpeer-review

  32. Generalization of the classical signal detection theory for the less-equal-more task

    Sergeev, A., Rakhmatova, A., Buevich, A., Symanyuk, E. & Pavlova, S., 15 Sept 2020, In: Mathematical Methods in the Applied Sciences. 43, 13, p. 7834-7840 7 p.

    Research output: Contribution to journalArticlepeer-review

  33. The Effect of Splitting of Raw Data into Training and Test Subsets on the Accuracy of Predicting Spatial Distribution by a Multilayer Perceptron

    Baglaeva, E. M., Sergeev, A. P., Shichkin, A. V. & Buevich, A. G., 1 Jan 2020, In: Mathematical Geosciences. 52, 1, p. 111-121 11 p.

    Research output: Contribution to journalArticlepeer-review

  34. ARTIFICIAL NEURAL NETWORKS AS AN INTERPOLATION METHOD FOR ESTIMATION OF CHEMICAL ELEMENT CONTENTS IN THE SOIL: chapter in book

    Buevich, A. G., Sergeev, A. P., Tarasov, D. A. & Medvedev, A. N., 2020, ADVANCES IN INFORMATION TECHNOLOGIES, TELECOMMUNICATION, AND RADIOELECTRONICS: сборник статей. Kumkov, S., Shabunin, S. & Syngellakis, S. (eds.). Cham: Springer, p. 115-122 8 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

  35. EXAMINATION OF THE CLARIFICATION EFFECT UNDER COLORIMETRIC OBJECT ILLUMINATION: chapter in book

    Arapova, S. P., Arapov, S. Y., Tarasov, D. A. & Sergeev, A. P., 2020, ADVANCES IN INFORMATION TECHNOLOGIES, TELECOMMUNICATION, AND RADIOELECTRONICS: сборник статей. Kumkov, S., Shabunin, S. & Singellakis, S. (eds.). Cham: Springer, p. 65-71 7 p. (Сер. Innovation and Discovery in Russian Science and Engineering (IDRSE)).

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

  36. Основы машинного обучения: учебное пособие

    Лимановская, О. В., Алферьева, Т. И., Обабков, И. Н. (ed.), Сергеев, А. П. & Ткаченко, Т. Я., 2020, Екатеринбург: Издательство Уральского университета. 88 p.

    Research output: Book/ReportScholarly editionpeer-review

  37. 2019
  38. Descriptive statistics of air particulate matter size distribution in industrial city

    Baglaeva, E., Buevich, A., Sergeev, A., Shichkin, A. & Subbotina, I., 10 Dec 2019, Proceedings of the International Conference of Computational Methods in Sciences and Engineering 2019, ICCMSE 2019. Simos, TE., Kalogiratou, Z. & Monovasilis, T. (eds.). American Institute of Physics Inc., 4 p. 050011. (AIP Conference Proceedings; vol. 2186).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  39. Statistical characteristics calculation of the natural dust size distribution in the air surface layer of Belyy Island

    Baglaeva, E., Buevich, A., Sergeev, A., Shichkin, A., Subbotina, I., Markelov, Y. & Petrov, P., 10 Dec 2019, Proceedings of the International Conference of Computational Methods in Sciences and Engineering 2019, ICCMSE 2019. Simos, TE., Kalogiratou, Z. & Monovasilis, T. (eds.). American Institute of Physics Inc., 4 p. 050012. (AIP Conference Proceedings; vol. 2186).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  40. Using autoregressive neural network with external input for calculation of expected carbon dioxide surface concentration for different time intervals

    Sergeev, A., Baglaeva, E., Shichkin, A., Buevich, A., Rakhmatova, A., Kosachenko, A., Moskaleva, A. & Sergeeva, M., 10 Dec 2019, Proceedings of the International Conference of Computational Methods in Sciences and Engineering 2019, ICCMSE 2019. Simos, TE., Kalogiratou, Z. & Monovasilis, T. (eds.). American Institute of Physics Inc., 4 p. 050013. (AIP Conference Proceedings; vol. 2186).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  41. About data separation for the artificial neural network training to predict the spatial distribution of the chemical element in the soil

    Rakhmatova, A. Y., Sergeev, A. P., Shichkin, A. V. & Buevich, A. G., 6 Dec 2019, Physics, Technologies and Innovation, PTI 2019: Proceedings of the VI International Young Researchers Conference. Volkovich, V. A., Zvonarev, S. V., Kashin, I. V., Smirnov, A. A. & Narkhov, E. D. (eds.). American Institute of Physics Inc., 5 p. 020159. (AIP Conference Proceedings; vol. 2174).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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