Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Vladimir M. Troyanovskiy"'
Autor:
Andrey I. Kapitanov, Victor Dorogov, Vladimir M. Troyanovskiy, Ilona I. Kapitanova, Ekaterina Dorogova
Publikováno v:
2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus).
Predicting the marginal efficiency of the classifier allows you to reduce the requirements for training resources, which is especially important when the amount of available data is limited. Modern trends in the development of new classification algo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::78b9375bf3a0d14afb030c29c5b29c71
https://doi.org/10.1109/elconrus51938.2021.9396640
https://doi.org/10.1109/elconrus51938.2021.9396640
Autor:
Vladimir M. Troyanovskiy, Victor Dorogov, Andrey I. Kapitanov, Ilona I. Kapitanova, Ekaterina Dorogova
Publikováno v:
2020 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus).
Often, when solving the task of classifying text documents, we can use only a limited amount of input data. Increasing input leads to a nonlinear increase in resources such as time and memory. There may also be cases where we have to use private / pa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0a139403ad7341455ec5ff75f26a3fc0
https://doi.org/10.1109/eiconrus49466.2020.9039417
https://doi.org/10.1109/eiconrus49466.2020.9039417
Publikováno v:
2020 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus).
The article addresses the problem of analysis on fluctuations at the output of the technological process of growing single crystals by the Czochralski method. The diameter of the crystal and the concentration of impurities play the role of such param
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::059b296ae4e6eca28c44e81007dfa368
https://doi.org/10.1109/eiconrus49466.2020.9039163
https://doi.org/10.1109/eiconrus49466.2020.9039163
Publikováno v:
2019 International Russian Automation Conference (RusAutoCon).
The requirements to modeling dynamic processes in automated systems and educational processes in universities are considered. It is shown that taking into account the dynamics and stochastic processes allows creating adequate models of control proces
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9ca179a55df7ebd4756546299946f0fd
https://doi.org/10.1109/rusautocon.2019.8867766
https://doi.org/10.1109/rusautocon.2019.8867766
Autor:
Andrey I. Kapitanov, Ekaterina Dorogova, Vladimir Ilyushechkin, Vladimir M. Troyanovskiy, Ilona I. Kapitanova
Publikováno v:
2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus).
When processing text documents in natural language, you may encounter such problem as polysemy of words. If the algorithm determines the terms regardless of the semantic component of the words, considering homonymous words as one term, there is a los
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f83c2da9c31409a752cffd8d5deb9ce4
https://doi.org/10.1109/eiconrus.2019.8656851
https://doi.org/10.1109/eiconrus.2019.8656851
Autor:
Vladimir F. Shangin, Andrey I. Kapitanov, Vladimir M. Troyanovskiy, Nikolay O. Krylikov, Ilona I. Kapitanova
Publikováno v:
2018 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus).
Terrorist and radical groups of people use instant messengers and accounts on social networks to publish propaganda messages. Blocking such accounts is one of the most effective methods of countering them. To do this, analysts need to read and proces
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::173f33cfdcb133252dc0f01f7906adef
https://doi.org/10.1109/eiconrus.2018.8317386
https://doi.org/10.1109/eiconrus.2018.8317386
Autor:
Andrey I. Kapitanov, Elena L. Fedotova, Vladimir M. Troyanovskiy, Valentin V. Slyusar, Ilona I. Kapitanova
Publikováno v:
2017 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus).
In this paper we investigate the influence of outliers in the training set on the probabilistic classifier quality. By the example of naive Bayes classifier we show how the qualitative characteristics depend on the percentage of outliers' ratio. This
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::af4b273ad3ad7e0ec04de49f5fd334b1
https://doi.org/10.1109/eiconrus.2017.7910585
https://doi.org/10.1109/eiconrus.2017.7910585
Publikováno v:
2015 Internet Technologies and Applications (ITA).
Evolution of information technologies and increased automation of manufacturing processes allow organizing the control of remote dynamic objects at real-time operation mode. The application of web-technology for organization of human machine interfac
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aca6ba25797a2b3e405408b9952f3370
https://doi.org/10.1109/itecha.2015.7317418
https://doi.org/10.1109/itecha.2015.7317418