Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Andrey A. Filchenkov"'
Publikováno v:
Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki, Vol 22, Iss 6, Pp 1178-1186 (2022)
A regular condition, typical for packet routing, for the problem of cargo transportation, and for the problem of flow control, is the variability of the graph. Reinforcement learning based adaptive routing algorithms are designed to solve the routing
Externí odkaz:
https://doaj.org/article/3f9222e31d4642d9b2401398b9c1afad
Autor:
Konstantin E. Rybkin, Andrey A. Filchenkov, Artur A. Azarov, Alexey S. Zabashta, Anatoly A. Shalyto
Publikováno v:
Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki, Vol 22, Iss 6, Pp 1187-1196 (2022)
We focus on the problem of routing a conveyor belts system based on a multi-agent approach. Most of these airport baggage belt conveyor systems use routing algorithms based on manual simulation of conveyor behavior. This approach does not scale well,
Externí odkaz:
https://doaj.org/article/7e98edf48d9f48beb3ce7b29f9d3bf70
Publikováno v:
Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki, Vol 20, Iss 6, Pp 828-834 (2020)
Subject of Research. The paper deals with Bayesian method for hyperparameter optimization of algorithms, used in machine learning for classification problems. A comprehensive survey is carried out about using a priori and a posteriori knowledge in cl
Externí odkaz:
https://doaj.org/article/ee3b70e852b641ab9e48f8d9a5008cc1
Autor:
Yang Q; Machine Learning Lab, ITMO University, St. Petersburg, Russia.; Somin Research, SoMin.AI, Singapore, Singapore., Farseev A; Machine Learning Lab, ITMO University, St. Petersburg, Russia.; Somin Research, SoMin.AI, Singapore, Singapore., Nikolenko S; Somin Research, SoMin.AI, Singapore, Singapore.; Steklov Institute of Mathematics at Saint Petersburg, St. Petersburg, Russia., Filchenkov A; Machine Learning Lab, ITMO University, St. Petersburg, Russia.
Publikováno v:
Frontiers in big data [Front Big Data] 2022 Aug 03; Vol. 5, pp. 931206. Date of Electronic Publication: 2022 Aug 03 (Print Publication: 2022).
Combating data incompetence in pollen images detection and classification for pollinosis prevention.
Autor:
Khanzhina N; Machine Learning Lab, ITMO University, 49 Kronverksky Pr., Saint Petersburg, 197 101, Russia. Electronic address: nehanzhina@itmo.ru., Filchenkov A; Machine Learning Lab, ITMO University, 49 Kronverksky Pr., Saint Petersburg, 197 101, Russia., Minaeva N; Perm State Medical University, 26 Petropavlovskaya St., Perm, 614 000, Russia., Novoselova L; Perm State National Research University, 15 Bukireva St., Perm, 614 990, Russia., Petukhov M; Machine Learning Lab, ITMO University, 49 Kronverksky Pr., Saint Petersburg, 197 101, Russia., Kharisova I; Perm State National Research University, 15 Bukireva St., Perm, 614 990, Russia., Pinaeva J; Perm State National Research University, 15 Bukireva St., Perm, 614 990, Russia., Zamorin G; Perm State National Research University, 15 Bukireva St., Perm, 614 990, Russia., Putin E; Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong., Zamyatina E; Perm State National Research University, 15 Bukireva St., Perm, 614 990, Russia; National Research University 'Higher School of Economics', Faculty of Economics, Management, and Business Informatics, 38 Studencheskaya St., 614 070, Perm, Russia., Shalyto A; Machine Learning Lab, ITMO University, 49 Kronverksky Pr., Saint Petersburg, 197 101, Russia.
Publikováno v:
Computers in biology and medicine [Comput Biol Med] 2022 Jan; Vol. 140, pp. 105064. Date of Electronic Publication: 2021 Nov 24.