Anton Kovantsev

According to our database, Anton Kovantsev authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Realistic Controlled Time Series Generation with Variational Autoencoder.

Kirill Zakharov, Anton Kovantsev, Alexander Boukhanovsky

Proceedings of the IEEE International Conference on Data Mining, 2025

Optimisation of a Socio-Economic System for Increasing Residents' Satisfaction Level.

Karina Tarasieva, Sergei Evgenov, Anton Kovantsev

Proceedings of the IEEE International Conference on Data Mining, 2025

A Dynamic Model of Customers Behavior: Integrating Econophysics and Physics-Informed Neural Networks.

Kirill Zakharov, Anton Kovantsev, Alexander Boukhanovsky

Proceedings of the Computational Science - ICCS 2025, 2025

2023

Enhancing Predictability Assessment: An Overview and Analysis of Predictability Measures for Time Series and Network Links.

Alexandra Bezbochina, Elizaveta Stavinova, Anton Kovantsev, Petr Chunaev

Entropy, November, 2023

Consumer Behaviour Timewise Dependencies Investigation by Means of Transition Graph.

Anton Kovantsev

Proceedings of the Complex Networks & Their Applications XII, 2023

2022

MetaSieve: Performance vs. Complexity Sieve for Time Series Forecasting.

Pavel Shumkovskii, Anton Kovantsev, Elizaveta Stavinova, Petr Chunaev

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Dynamic Classification of Bank Clients by the Predictability of Their Transactional Behavior.

Alexandra Bezbochina, Elizaveta Stavinova, Anton Kovantsev, Petr Chunaev

Proceedings of the Computational Science - ICCS 2022, 2022

Dynamic Transition Graph for Estimating the Predictability of Financial and Economical Processes.

Dmitriy Prusskiy, Anton Kovantsev, Petr Chunaev

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

Evaluating Time Series Predictability via Transition Graph Analysis.

Anton Kovantsev, Petr Chunaev, Klavdiya Bochenina

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Analysis of multivariate time series predictability based on their features.

Anton Kovantsev, Peter Gladilin

Proceedings of the 20th International Conference on Data Mining Workshops, 2020