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  1. 2019

  2. 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 proceeding › Conference contribution › peer-review

  3. 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 proceeding › Conference contribution › peer-review

  4. 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 proceeding › Conference contribution › peer-review

  5. Security Certificates Used in Public Web Sites of Banks in Czech Republic, Slovakia and Hungary

    Petrov, P., Malkawi, R., Shichkin, A., Dimitrov, G. & Nacheva, R., Nov 2019, In: Tem Journal-Technology Education Management Informatics. 8, 4, p. 1224-1231 8 p.

    Research output: Contribution to journal › Article › peer-review

  6. Method of selecting spatially distributed information for constructing training set of artificial neural networks

    Sydikhov, A., Buevich, A., Sergeev, A., Shichkin, A., Subbotina, I. & Baglaeva, E., 24 Jul 2019, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018. Simos, T. & Tsitouras, C. (eds.). American Institute of Physics Inc., Vol. 2116. 4 p. 200020. (AIP Conference Proceedings; vol. 2116).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  7. Training algorithms for artificial neural networks for time series forecasting of greenhouse gas concentrations

    Shichkin, A., Buevich, A., Sergeev, A., Medvedev, A., Kosachenko, A., Moskaleva, A. & Sergeeva, M., 24 Jul 2019, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018. Simos, T. & Tsitouras, C. (eds.). American Institute of Physics Inc., Vol. 2116. 4 p. 200019. (AIP Conference Proceedings; vol. 2116).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  8. Particulate matter size distribution in air surface layer of Middle Ural and Arctic territories

    Baglaeva, E. M., Sergeev, A. P., Buevich, A. G., Subbotina, I. E. & Shichkin, A. V., 1 Jul 2019, In: Atmospheric Pollution Research. 10, 4, p. 1220-1226 7 p.

    Research output: Contribution to journal › Article › peer-review

  9. Partition Procedure of the Initial Data for the Models Based on Artificial Neural Networks

    Rakhmatova, A., Sergeev, A., Buevich, A., Shichkin, A. & Sergeeva, M., 1 Apr 2019, Proceedings - 2019 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2019. Institute of Electrical and Electronics Engineers Inc., p. 241-243 3 p. 8736648. (Proceedings - 2019 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  10. Combining spatial autocorrelation with machine learning increases prediction accuracy of soil heavy metals

    Sergeev, A. P., Buevich, A. G., Baglaeva, E. M. & Shichkin, A. V., 1 Mar 2019, In: Catena. 174, p. 425-435 11 p.

    Research output: Contribution to journal › Article › peer-review

  11. ПОВЕРХНОСТНАЯ ИНТЕРПОЛЯЦИЯ СОДЕРЖАНИЙ ТЯЖЕЛЫХ МЕТАЛЛОВ В ПОЧВЕ МЕТОДАМИ МАШИННОГО ОБУЧЕНИЯ

    Буевич, А. Г., Буторова, А. С., Косаченко, А. И., Шичкин, А. В. & Сергеев, А. П., 2019, In: Геоинформатика. 1, p. 36-43 8 p.

    Research output: Contribution to journal › Article › peer-review

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