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Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-19 (2024)
Abstract Distributed intelligence systems (DIS) containing natural and artificial intelligence agents (NIA and AIA) for decision making (DM) belong to promising interdisciplinary studies aimed at digitalization of routine processes in industry, econo
Externí odkaz:
https://doaj.org/article/d5c630c89b044677ab81f83e0fb51d1e
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
Autor:
Elizaveta Stavinova, Ilyas Varshavskiy, Petr Chunaev, Ivan Derevitskii, Alexander Boukhanovsky
Publikováno v:
Smart Cities, Vol 6, Iss 3, Pp 1303-1324 (2023)
Dynamic pricing is frequently used in online marketplaces, ticket sales, and booking systems. The commercial principles of dynamic pricing systems are often kept secret; however, their application causes complex changes in human behavior. Thus, a sci
Externí odkaz:
https://doaj.org/article/43f70a2a5e934e8ab8a7e6028d09d6c1
Publikováno v:
Maritime Technology and Engineering 5 Volume 2, Proceedings of the 5th International Conference on Maritime Technology and Engineering (MARTECH 2020), November 16-19, 2020, Lisbon, Portugal
In engineering practice, it is often necessary to increase the effectiveness of existing protective constructions for ports and coasts (i. e. breakwaters) by extending their configuration, because existing configurations don't provide the appropriate
Externí odkaz:
http://arxiv.org/abs/2004.03010
Autor:
Alexander Alodjants, Peter Zacharenko, Dmitry Tsarev, Anna Avdyushina, Mariya Nikitina, Andrey Khrennikov, Alexander Boukhanovsky
Publikováno v:
Entropy, Vol 25, Iss 12, p 1601 (2023)
In this work, we suggest a quantum-like simulator concept to study social processes related to the solution of NP-hard problems. The simulator is based on the solaser model recently proposed by us in the framework of information cascade growth and ec
Externí odkaz:
https://doaj.org/article/e117cd1137e64d67a97e95e70e181f7f
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
The existing approaches for scientific workflows composition face the problems of domain knowledge integration. By this paper we summarize the results, which have been elaborated and implemented during the 2-year research concerning to Virtual Simula
Externí odkaz:
http://arxiv.org/abs/1606.08297
Autor:
Kovalchuk, Sergey V., Krikunov, Aleksey V., Knyazkov, Konstantin V., Kosukhin, Sergey S., Boukhanovsky, Alexander V.
Contemporary tasks of complex system simulation are often related to the issue of uncertainty management. It comes from the lack of information or knowledge about the simulated system as well as from restrictions of the model set being used. One of t
Externí odkaz:
http://arxiv.org/abs/1510.00292
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Akademický článek
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