| Universal representations for financial transactional data: embracing local, global, and external contexts A Bazarova, M Kovaleva, I Kuleshov, E Romanenkova, A Stepikin, ... arXiv preprint arXiv:2404.02047, 2024 | 4 | 2024 |
| Designing an attack-defense game: how to increase robustness of financial transaction models via a competition A Zaytsev, M Kovaleva, A Natekin, E Vorsin, V Smirnov, G Smirnov, ... arXiv preprint arXiv:2308.11406, 2023 | 3 | 2023 |
| A Deep Neural Network Architecture for Solving Classification Problems on Multidimensional Time Series of Financial Markets I Makarov, K Maria, P Ekaterina, K Dmitry 2021 International Conference Engineering and Telecommunication (En&T), 1-6, 2021 | 1 | 2021 |
| Intelligent Module for System Trading of Financial Markets Assets Based on an Ensemble of Deep Neural Networks and the DQN Learning Algorithm I Makarov, M Kovaleva, T Fakhrutdinov, R Gorbachev 2021 International Conference Engineering and Telecommunication (En&T), 1-7, 2021 | 1 | 2021 |
| Applicability of the kNN Algorithm in the Problem of Pattern Classification on Time Series of Financial Markets I Makarov, K Maria, Z Ekaterina, G Roman 2021 International Conference Engineering and Telecommunication (En&T), 1-5, 2021 | 1 | 2021 |
| Learning transactions representations for information management in banks: Mastering local, global, and external knowledge A Bazarova, M Kovaleva, I Kuleshov, E Romanenkova, A Stepikin, ... International Journal of Information Management Data Insights 5 (1), 100323, 2025 | | 2025 |
| Development of and research into a rigid algorithm for analyzing Twitter publications and its influence on the movements of the cryptocurrency market IS Makarov, ER Bagantsova, PA Iashi, MD Kovaleva, EM Zakharova Компьютерные исследования и моделирование 15 (1), 157-170, 2023 | | 2023 |
| Development of and research on machine learning algorithms for solving the classification problem in Twitter publications IS Makarov, ER Bagantsova, PA Iashi, MD Kovaleva, RA Gorbachev Компьютерные исследования и моделирование 15 (1), 185-195, 2023 | | 2023 |
| Development of and research on an algorithm for distinguishing features in Twitter publications for a classification problem with known markup IS Makarov, ER Bagantsova, PA Iashi, MD Kovaleva, RA Gorbachev Компьютерные исследования и моделирование 15 (1), 171-183, 2023 | | 2023 |
| Research and Application of Deep Neural Network Architectures for Classification on Multidimensional Time Series AS Esenkov, EM Zakharova, MD Kovaleva, DE Konstantinov, IS Makarov, ... Journal of Computer and Systems Sciences International 61 (4), 616-625, 2022 | | 2022 |
| Research of Financial Time-series Statistical Properties I Makarov, K Maria, Z Victoria, K Valentina 2021 International Conference Engineering and Telecommunication (En&T), 1-4, 2021 | | 2021 |