Time series forecasting of methane concentrations in the surface layer of atmospheric air in Arctic region

Sergeev, A., Shichkin, A. & Buevich, A., 10 Dec 2018, Proceedings of the 44th International Conference on Applications of Mathematics in Engineering and Economics, AMEE 2018. Venkov, G., Popivanov, N. & Pasheva, V. (eds.). American Institute of Physics Inc., Vol. 2048. 060005

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

Training algorithms for artificial neural network in predicting of the content of chemical elements in the upper soil layer

Shichkin, A., Buevich, A., Sergeev, A., Baglaeva, E., Subbotina, I., Vasilev, J. & Kehayova-Stoycheva, M., 10 Dec 2018, Proceedings of the 44th International Conference on Applications of Mathematics in Engineering and Economics, AMEE 2018. Venkov, G., Popivanov, N. & Pasheva, V. (eds.). American Institute of Physics Inc., Vol. 2048. 060004

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

Analysis of time series of greenhouse gas concentrations in the Russian Arctic using the artificial neural networks

Shichkin, A., Buevich, A., Sergeev, A., Antonov, K. & Sergeeva, M., 30 Nov 2018, International Conference of Computational Methods in Sciences and Engineering 2018, ICCMSE 2018. Simos, T. E., Kalogiratou, Z., Monovasilis, T., Simos, T. E. & Simos, T. E. (eds.). American Institute of Physics Inc., Vol. 2040. 050009

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

Forecasting of spatial variable by the models based on artificial neural networks on an example of heavy metal content in topsoil

Shichkin, A., Buevich, A., Sergeev, A., Baglaeva, E. & Subbotina, I., 30 Nov 2018, International Conference of Computational Methods in Sciences and Engineering 2018, ICCMSE 2018. Simos, T. E., Kalogiratou, Z., Monovasilis, T., Simos, T. E. & Simos, T. E. (eds.). American Institute of Physics Inc., Vol. 2040. 050007

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

Recognition of chromium distribution features in different urban soils by multilayer perceptron

Baglaeva, E., Buevich, A., Sergeev, A., Shichkin, A. & Subbotina, I., 30 Nov 2018, International Conference of Computational Methods in Sciences and Engineering 2018, ICCMSE 2018. Simos, T. E., Kalogiratou, Z., Monovasilis, T., Simos, T. E. & Simos, T. E. (eds.). American Institute of Physics Inc., Vol. 2040. 050008

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

Comparison of artificial neural network, random forest and random perceptron forest for forecasting the spatial impurity distribution

Shichkin, A. V., Buevich, A. G. & Sergeev, A. P., 27 Jul 2018, Mathematical Methods and Computational Techniques in Science and Engineering II. Bardis, N. (ed.). American Institute of Physics Inc., Vol. 1982. 7 p. 020005. (AIP Conference Proceedings; vol. 1982).

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Multilayer perceptron, generalized regression neural network, and hybrid model in predicting the spatial distribution of impurity in the topsoil of urbanized area

Subbotina, I. E., Buevich, A. G., Shichkin, A. V., Sergeev, A. P., Tarasov, D. A., Tyagunov, A. G., Sergeeva, M. V. & Baglaeva, E. M., 27 Jul 2018, Mathematical Methods and Computational Techniques in Science and Engineering II. Bardis, N. (ed.). American Institute of Physics Inc., Vol. 1982. 7 p. 020004. (AIP Conference Proceedings; vol. 1982).

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

Chromium distribution forecasting using multilayer perceptron neural network and multilayer perceptron residual kriging

Tarasov, D., Buevich, A., Shichkin, A., Subbotina, I., Tyagunov, A. & Baglaeva, E., 10 Jul 2018, International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2017. American Institute of Physics Inc., Vol. 1978. 440019

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

Comparison of different models for the chromium distribution forecasting in topsoil in subarctic Novy Urengoy city

Sergeev, A., Shichkin, A., Tarasov, D., Sydikhov, A., Sergeeva, M. & Atanasova, T., 10 Jul 2018, International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2017. American Institute of Physics Inc., Vol. 1978. 440005

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

Forecasting of chromium distribution in subarctic noyabrsk using generalized regression neural networks and multilayer perceptron

Tarasov, D., Buevich, A., Shichkin, A. & Vasilev, J., 10 Jul 2018, International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2017. American Institute of Physics Inc., Vol. 1978. 440024

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