Кованцев Антон Николаевич

Статья

Kovantsev A. Consumer Behaviour Timewise Dependencies Investigation by Means of Transition Graph. Studies in Computational Intelligence. 2024. Vol. 1144. pp. 80-90.

Статья

Zakharov K., Aghajanyan A., Kovantsev A., Boukhanovsky A. Forecasting Population Migration in Small Settlements Using Generative Models under Conditions of Data Scarcity. Smart Cities. 2024. Vol. 7. No. 5. pp. 2495-2513.

Статья

Павлова В.Ю., Кованцев А.Н., Суриков А.Г., Чунаев П.В., Горнова Г.В., Бухановский А.В. Ценностно-ориентированное моделирование принятия экономических решений в условиях нестационарности внешней среды [Value-based modeling of economic decision making in conditions of unsteady environment]. Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics]. 2023. Т. 23. № 1(143). С. 121-135.

Статья

Kovantsev A. Probabilistic criteria for time-series predictability estimation. Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics]. 2023. Vol. 23. No. 1(143). pp. 105-111.

Статья

Prusskiy D., Kovantsev A., Chunaev P. Dynamic Transition Graph for Estimating the Predictability of Financial and Economical Processes. Studies in Computational Intelligence. 2023. Vol. 1077. pp. 478–489.

Статья

Koshkareva M., Kovantsev A. Enhancement of Consumption Forecasting by Customers’ Behavioral Predictability Segregation. Engineering Proceedings. 2023. Vol. 39. No. 1. pp. 61.

Статья

Koshkareva M., Kovantsev A. Crisis Behaviour Strategy Recognition Using Transactional Data. Procedia Computer Science. 2023. Vol. 229. pp. 208-217.

Статья

Chumakov S., Kovantsev A., Surikov A. Generative approach to Aspect Based Sentiment Analysis with GPT Language Models. Procedia Computer Science. 2023. Vol. 229. pp. 284-293.

Статья

Bezbochina A., Stavinova E., Kovantsev A., Chunaev P. Enhancing Predictability Assessment: An Overview and Analysis of Predictability Measures for Time Series and Network Links. Entropy. 2023. Vol. 25. No. 11. pp. 1542.

Статья

Bezbochina A., Stavinova E., Kovantsev A., Chunaev P. Dynamic Classification of Bank Clients by the Predictability of Their Transactional Behavior. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2022. Vol. 13350. pp. 502-515.

Статья

Shumkovskii P., Kovantsev A., Stavinova E., Chunaev P. MetaSieve: Performance vs. Complexity Sieve for Time Series Forecasting. 2022 IEEE International Conference on Data Mining Workshops (ICDMW). 2022. pp. 1-10.

Статья

Kovantsev A., Chunaev P., Bochenina K. Evaluating Time Series Predictability via Transition Graph Analysis. 2021 International Conference on Data Mining Workshops (ICDMW). 2021. pp. 1039-1046.

Статья

Kovantsev A., Gladilin P. Analysis of multivariate time series predictability based on their features. 20th IEEE International Conference on Data Mining Workshops, ICDMW 2020. 2020. pp. 348-355.