The Effect of Splitting of Raw Data into Training and Test Subsets on the Accuracy of Predicting Spatial Distribution by a Multilayer Perceptron by Baglaeva, E. M., Sergeev, A. P., Shichkin, A. V., Buevich, A. G.

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Counter-prediction approach to predict the missing values of a spatial series on the example of the dustiness in the snow cover by Sergeev, A. P., Shichkin, A. V., Buevich, A. G., Baglaeva, E. M.

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Combining spatial autocorrelation with machine learning increases prediction accuracy of soil heavy metals by Sergeev, A.P., Buevich, A.G., Baglaeva, E.M., Shichkin, A.V.

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The extraction of the training subset for the spatial distribution modelling of the heavy metals in topsoil by Baglaeva, E.M., Sergeev, A.P., Shichkin, A.V., Buevich, A.G.

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Particulate matter size distribution in air surface layer of Middle Ural and Arctic territories by Baglaeva, E.M., Sergeev, A.P., Buevich, A.G., Subbotina, I.E., Shichkin, A.V.

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Topsoil pollution forecasting using artificial neural networks on the example of the abnormally distributed heavy metal at Russian subarctic by Tarasov, D. A., Buevich, A. G., Sergeev, A. P., Shichkin, A. V., Baglaeva, E. M.

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Magnetic phase transitions, metastable states, and magnetic hysteresis in the antiferromagnetic compounds Fe0.5TiS2−ySey by Baranov, N V, Selezneva, N V, Sherokalova, E M, Baglaeva, Y A, Ovchinnikov, A S, Tereshchenko, A A, Gorbunov, D I, Volegov, A S, Sherstobitov, A A

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Hierarchical analytical and simulation modelling of human-machine systems with interference by Braginsky, M Ya, Tarakanov, D V, Tsapko, S G, Tsapko, I V, Baglaeva, E A

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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 by Subbotina, Irina E., Buevich, Alexander G., Shichkin, Andrey V., Sergeev, Alexander P., Tarasov, Dmitry A., Tyagunov, Andrey G., Sergeeva, Marina V., Baglaeva, Elena M.

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Magnetic phase transitions, metastable states, and magnetic hysteresis in the antiferromagnetic compounds Fe 0.5 TiS 2 − y Se y by Baranov, N. V., Selezneva, N. V., Sherokalova, E. M., Baglaeva, Y. A., Ovchinnikov, A. S., Tereshchenko, A. A., Gorbunov, D. I., Volegov, A. S., Sherstobitov, A. A.

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