05.13.01 (System analysis, the control and processing of information (separated by fields))
Birth date:
23.03.1992
Keywords:
Adaptive information systems, structural-parametric synthesis, machine learning, neural networks
Subject:
Adaptive information systems, structural-parametric synthesis, machine learning, the use of neural networks in analysis, information processing and control
Main publications:
Obukhov A.D., Krasnyanskiy M.N., “Automated organization of interaction between modules of information systems based on neural network data channels”, Neural Comput & Applic, 2020
Obukhov A.D., Krasnyanskiy M.N.,Nikolyukin M., “Algorithm of adaptation of electronic document management system based on machine learning technology”, Progress in Artificial Intelligence, 9:4 (2020), 287-303
Krasnyanskiy, M. N., Dedov, D. L., Obukhov, A. D., & Alekseev, S. Y., “Visualization Technology and Tool Selection Methods for Solving Adaptive Training Complex Structural-Parametric Synthesis Problems”, Journal of Computing and Information Science in Engineering, 20:4 (2020)
Obukhov, A., Krasnyanskiy, M., Dedov, D., “Formulation of two-stage problem of structural-parametric synthesis of adaptive electronic document management system”, International Arab Journal of Information Technology, 18:1 (2021), 48-55
Обухов А.Д., Краснянский М.Н., “Нейросетевая архитектура информационных систем”, Вестник Удмуртского университета. Математика. Механика. Компьютерные науки., 29:3 (2019), 438-455
A. Obukhov, D. Dedov, D. Teselkin, A. Volkov, A. Nazarova, “Development of a stress-free algorithm for control of running platforms based on neural network technologies”, Informatics and Automation, 23:3 (2024), 909–935
2023
2.
A. D. Obukhov, “Method of automatic search for the structure and parameters of neural networks for solving information processing problems”, Izv. Saratov Univ. Math. Mech. Inform., 23:1 (2023), 113–125
3.
A. Obukhov, A. Volkov, N. Vekhteva, K. Patutin, A. Nazarova, D. Dedov, “The method of forming a digital shadow of the human movement process based on the combination of motion capture systems”, Informatics and Automation, 22:1 (2023), 168–189
M. N. Krasnyanskiy, A. D. Obukhov, D. L. Dedov, “Control system for an adaptive running platform for moving in virtual reality”, Avtomat. i Telemekh., 2022, no. 3, 69–83; Autom. Remote Control, 83:3 (2022), 355–366
A. D. Obukhov, M. N. Krasnyanskiy, “Neural network method of data processing and transmission in adaptive information systems”, Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki, 31:1 (2021), 149–164
A. D. Obukhov, M. N. Krasnyansky, “Neural network architecture of information systems”, Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki, 29:3 (2019), 438–455
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