Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Sarafanov, Mikhail"'
Autor:
Hvatov, Alexander, Maslyaev, Mikhail, Polonskaya, Iana S., Sarafanov, Mikhail, Merezhnikov, Mark, Nikitin, Nikolay O.
In modern data science, it is often not enough to obtain only a data-driven model with a good prediction quality. On the contrary, it is more interesting to understand the properties of the model, which parts could be replaced to obtain better result
Externí odkaz:
http://arxiv.org/abs/2107.03146
Autor:
Nikitin, Nikolay O., Vychuzhanin, Pavel, Sarafanov, Mikhail, Polonskaia, Iana S., Revin, Ilia, Barabanova, Irina V., Maximov, Gleb, Kalyuzhnaya, Anna V., Boukhanovsky, Alexander
The effectiveness of the machine learning methods for real-world tasks depends on the proper structure of the modeling pipeline. The proposed approach is aimed to automate the design of composite machine learning pipelines, which is equivalent to com
Externí odkaz:
http://arxiv.org/abs/2106.15397
In the paper, we propose an adaptive data-driven model-based approach for filling the gaps in time series. The approach is based on the automated evolutionary identification of the optimal structure for a composite data-driven model. It allows adapti
Externí odkaz:
http://arxiv.org/abs/2103.01124
Autor:
Nikitin, Nikolay O., Vychuzhanin, Pavel, Sarafanov, Mikhail, Polonskaia, Iana S., Revin, Ilia, Barabanova, Irina V., Maximov, Gleb, Kalyuzhnaya, Anna V., Boukhanovsky, Alexander
Publikováno v:
In Future Generation Computer Systems February 2022 127:109-125
Publikováno v:
E3S Web of Conferences, Vol 163, p 01009 (2020)
The article presents the results of the development of a model for calculating levels at one gauging station using the levels at another. To link the levels at two gauging stations, the data on levels, temperature and precipitation were used. The use
Externí odkaz:
https://doaj.org/article/0b35a13eb6de488cb31d7afb769627e7
Autor:
Kazakov Eduard, Shemanaev Kirill, Zhuravlev Sergey, Sarafanov Mikhail, Borisova Yulia, Kurochkina Lyubov
Publikováno v:
E3S Web of Conferences, Vol 163, p 02002 (2020)
In recent decades there has been a trend towards an increase in the number of dangerous hydrological events, especially floods. In order to protect citizens and solve economic problems, it is important to develop and actively introduce into operation
Externí odkaz:
https://doaj.org/article/d06c136bba1b4089b4780e4bbe9eaedd
Akademický článek
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Akademický článek
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Autor:
Makarieva, O., Post, D., Kazakov, Eduard, Shemanaev, Kirill, Zhuravlev, Sergey, Sarafanov, Mikhail, Borisova, Yulia, Kurochkina, Lyubov
Publikováno v:
E3S Web of Conferences; 4/17/2020, Vol. 163, p1-6, 6p
Publikováno v:
E3S Web of Conferences; 4/17/2020, Vol. 163, p1-6, 6p