Натыкин М.В., Захаренко Н., Тихонова О.Б., Будённый С., Жембровский Д.А., Митягин С.А. Application of graph neural networks in multi-period vehicle routing problem with demand forecasting and traffic prediction. IEEE Transactions on Intelligent Transportation Systems. 2024.
Pavlova A., Katynsus A., Natykin M., Mityagin S. Automated identification of existing and potential urban central places based on open data and public interest. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2024. Vol. 14813. pp. 408–421.. doi: 10.1007/978-3-031-64605-8_28
Natykin M., Mityagin S., Budennyy S., Zakharenko N. Comparison of Solution Methods the Maximal Covering Location Problem of Public Spaces for Teenagers in the Urban Environment. Communications in Computer and Information Science. 2024. Vol. 1935. pp. 443-456.. doi: 10.1007/978-3-031-48858-0_35
Natykin M.V., Morozov A.S., Starikov V.A., Mityagin S.A. A method for automatically identifying vacant area in the current urban environment based on open source data. Procedia Computer Science. 2023. Vol. 229. pp. 91-100.. doi: 10.1016/j.procs.2023.12.040
Antonov A., Kontsevik G., Natykin M., Mityagin S.A. Feedback2Event: Public attention event extraction from spontaneous data for urban management. Procedia Computer Science. 2023. Vol. 229. pp. 138-148.. doi: 10.1016/j.procs.2023.12.015
Натыкин М.В. Разработка метода расчёта основных объемно-пространственных показателей урбанизированных территорий. Альманах научных работ молодых ученых Университета ИТМО. 2023. Т. 1. С. 306-310.
Российская Федерация, Санкт-Петербург
Российская Федерация, Санкт-Петербург