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 | 12 | 2021 |
Hybrid modelling of environmental processes using composite models J Borisova, A Aladina, NO Nikitin Procedia Computer Science 193, 256-265, 2021 | 4 | 2021 |
Forecasting of Sea Ice Concentration using CNN, PDE discovery and Bayesian Networks J Borisova, R Titov, K Shakhkyan, A Hvatov Procedia Computer Science 229, 177-187, 2023 | 1 | 2023 |
Lightweight Neural Ensemble Approach for Arctic Sea Ice Forecasting J Borisova, NO Nikitin 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024 | | 2024 |
Surrogate Modelling for Sea Ice Concentration using Lightweight Neural Ensemble J Borisova, NO Nikitin arXiv preprint arXiv:2312.04330, 2023 | | 2023 |
Open-Source Software Implementation and Validation of the Split-Window Method for Automated Land Surface Temperature Retrieval from Landsat 8 Data EE Kazakov, YI Borisova Izvestiya, Atmospheric and Oceanic Physics 57 (9), 1171-1178, 2021 | | 2021 |
Modeling water level using downstream river water level observations and machine learning methods M Sarafanov, E Kazakov, Y Borisova E3S Web of Conferences 163, 01009, 2020 | | 2020 |
Automated short-term forecast system based on open-source hydrological models for the Tikhvinka river (Leningrad region of Russia) E Kazakov, K Shemanaev, S Zhuravlev, M Sarafanov, Y Borisova, ... E3S Web of Conferences 163, 02002, 2020 | | 2020 |
Evaluation of the SREM atmospheric correction algorithm applicability to time series analysis using Landsat data example and its open source software implementation EE Kazakov, YI Borisova Evaluation 17 (2), 30-39, 2020 | | 2020 |