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Nikolay O Nikitin
Nikolay O Nikitin
ITMO University
Verified email at itmo.ru - Homepage
Title
Cited by
Cited by
Year
Urban pluvial flood forecasting using open data with machine learning techniques in pattani basin
J Noymanee, NO Nikitin, AV Kalyuzhnaya
Procedia computer science 119, 288-297, 2017
672017
A machine learning approach for remote sensing data gap-filling with open-source implementation: An example regarding land surface temperature, surface albedo and NDVI
M Sarafanov, E Kazakov, NO Nikitin, AV Kalyuzhnaya
Remote Sensing 12 (23), 3865, 2020
562020
Automated evolutionary approach for the design of composite machine learning pipelines
NO Nikitin, P Vychuzhanin, M Sarafanov, IS Polonskaia, I Revin, ...
Future Generation Computer Systems 127, 109-125, 2022
512022
A conceptual approach to complex model management with generalized modelling patterns and evolutionary identification
SV Kovalchuk, OG Metsker, AA Funkner, IO Kisliakovskii, NO Nikitin, ...
Complexity 2018 (1), 5870987, 2018
182018
Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea
NO Nikitin, I Revin, A Hvatov, P Vychuzhanin, AV Kalyuzhnaya
Computers & Geosciences 161, 105061, 2022
162022
Automated machine learning approach for time series classification pipelines using evolutionary optimization
I Revin, VA Potemkin, NR Balabanov, NO Nikitin
Knowledge-Based Systems 268, 110483, 2023
142023
Structural evolutionary learning for composite classification models
NO Nikitin, IS Polonskaia, P Vychuzhanin, IV Barabanova, ...
Procedia computer science 178, 414-423, 2020
142020
Towards generative design of computationally efficient mathematical models with evolutionary learning
AV Kalyuzhnaya, NO Nikitin, A Hvatov, M Maslyaev, M Yachmenkov, ...
Entropy 23 (1), 28, 2020
132020
Automated evolutionary design of CNN classifiers for object recognition on satellite images
IS Polonskaia, IR Aliev, NO Nikitin
Procedia Computer Science 193, 210-219, 2021
122021
Multi-Objective Evolutionary Design of Composite Data-Driven Models
IS Polonskaia, NO Nikitin, I Revin, P Vychuzhanin, AV Kalyuzhnaya
2021 IEEE Congress on Evolutionary Computation (CEC), 926-933, 2021
112021
Automatic evolutionary learning of composite models with knowledge enrichment
AV Kalyuzhnaya, NO Nikitin, P Vychuzhanin, A Hvatov, A Boukhanovsky
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
112020
Adaptation of NEMO-LIM3 model for multigrid high resolution Arctic simulation
A Hvatov, NO Nikitin, AV Kalyuzhnaya, SS Kosukhin
Ocean Modelling 141, 101427, 2019
102019
Deadline-driven approach for multi-fidelity surrogate-assisted environmental model calibration: SWAN wind wave model case study
NO Nikitin, P Vychuzhanin, A Hvatov, I Deeva, AV Kalyuzhnaya, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
102019
Evolutionary automated machine learning for multi-scale decomposition and forecasting of sensor time series
M Sarafanov, V Pokrovskii, NO Nikitin
2022 IEEE Congress on Evolutionary Computation (CEC), 01-08, 2022
82022
Short-term river flood forecasting using composite models and automated machine learning: The case study of Lena River
M Sarafanov, Y Borisova, M Maslyaev, I Revin, G Maximov, NO Nikitin
Water 13 (24), 3482, 2021
82021
Evolutionary ensemble approach for behavioral credit scoring
NO Nikitin, AV Kalyuzhnaya, K Bochenina, AA Kudryashov, A Uteuov, ...
Computational Science–ICCS 2018: 18th International Conference, Wuxi, China …, 2018
72018
Generative design of physical objects using modular framework
NO Starodubcev, NO Nikitin, EA Andronova, KG Gavaza, DO Sidorenko, ...
Engineering Applications of Artificial Intelligence 119, 105715, 2023
62023
The multi-objective optimisation of breakwaters using evolutionary approach
NO Nikitin, IS Polonskaia, AV Kalyuzhnaya, AV Boukhanovsky
Maritime Technology and Engineering 5 Volume 2: Proceedings of the 5th …, 2020
62020
Statistics-based models of flood-causing cyclones for the Baltic Sea region
NO Nikitin, DS Spirin, AA Visheratin, AV Kalyuzhnaya
Procedia Computer Science 101, 272-281, 2016
62016
Single red blood cell hydrodynamic traps via the generative design
GV Grigorev, NO Nikitin, A Hvatov, AV Kalyuzhnaya, AV Lebedev, ...
Micromachines 13 (3), 367, 2022
52022
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