№1 (2018) Nikitin A.A., Cheremisina E.N., Malinina C.C. Section: Modeling geo objects and geo-processes Keywords: neural net, sum of convolution, forward problems, generalized distance.
№2 (2024) Koryukin E.A., Bobakov V.S., Butorovа А.S., Sergeev A.P. УДК 504.064.2.001.18 https://doi.org/10.47148/1609-364X-2024-2-54-63 Keywords: neural network; urbanized environment; geoinformation system; dataset; object class; image segmentation; library; artificial intelligent; object recognition; mask r-cnn. Section: Methodological and technological support for data collection … Continue reading
№3 (2023) УДК 504.064.2.001.18 https://doi.org/10.47148/1609-364X-2023-3-63-70 Baglaeva E.M., Sergeev A.P., Shichkin A.V., Buevich A.G., Butorova A.S. Key words: representativeness of points, sampling, heavy metals, artificial neural networks, choice of training subset Section: Geoecology
№1 (2023) Goryachev I.N. УДК 553.411 https://doi.org/10.47148/1609-364X-2023-1-4-17 Key words: mineral prospectivity mapping, machine learning, random forest, gold, metallogenic zoning, Kolyma, North-East Russia Section: Conference proceedings ITES-2022
№1 (2022) УДК 504.064.2.001.18https://doi.org/10.47148/1609-364X-2022-1-32-39 Butorova A.S., Sergeev A.P., Shichkin A.V., Buevich A.G., Baglaeva E.M.,Sergeeva M.V. Keywords: counter-prediction method, missing data recovering, artificial neural networks, snow cover, dust. Section: Modeling geo objects and geo-processes
№4 (2020) УДК 911.6:711.55 DOI: 10.47148/1609-364X-2020-4-63-70 S.A. Dubrovskaya, R.V. Ryakhov Key words: urban planning, natural-ecological framework, functional types of land use, technological systems, type of landscape purpose, landscape, geomorphometric features, neural network algorithm. Section: Geoecology
DOI: 10.47148/1609-364X-2020-4 Software for GIS-processing of airborne lidar data B.A. Novakovsky, A.V. Kudryavtsev, A.L. Entin … » The paper considers GIS software which may be utilized for airborne lidar data processing. Software list includes proprietary MicroStation with TerraScan plugin, Global Mapper, ArcGIS, ERDAS … Continue reading
№4 (2019) Buevich A.G.,Sergeev A.P.,Rakhmatova A.Yu., Baglaeva E.M.,Shichkin A.V., Subbotina I.E.,Sergeeva M.V.,Markelov Yu.I. Section: Modeling geo objects and geo-processes Keywords: artificial neural networks, multilayer perceptron, modeling, sampling.
№1 (2019) Buevich A.G., Moskaleva A.S.,Kosachenko A.I., Shichkin A.V., Sergeev A.P. Section: Modeling geo objects and geo-processes Keywords: artificial neural networks, random forest, random perceptron forest, interpolation, heavy metals, soil.
№1 (2019) Cheremisina E.N., Nikitin A.A. Section: Modeling geo objects and geo-processes Keywords: wavelet analysis, a posteriori probabilities, complex interpretation, sum of convolutions.