1 code implementation • 2 Apr 2024 • Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov, Evgenia Romanenkova, Alexander Stepikin, Alexandr Yugay, Dzhambulat Mollaev, Ivan Kireev, Andrey Savchenko, Alexey Zaytsev
Effective processing of financial transactions is essential for banking data analysis.
1 code implementation • 13 Feb 2023 • Vladislav Zhuzhel, Vsevolod Grabar, Galina Boeva, Artem Zabolotnyi, Alexander Stepikin, Vladimir Zholobov, Maria Ivanova, Mikhail Orlov, Ivan Kireev, Evgeny Burnaev, Rodrigo Rivera-Castro, Alexey Zaytsev
Massive samples of event sequences data occur in various domains, including e-commerce, healthcare, and finance.
1 code implementation • 15 Apr 2022 • Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev
Common approaches assume that there are only two fixed distributions for data: one before and another after a change point.
1 code implementation • 4 Jun 2021 • Evgenia Romanenkova, Alexander Stepikin, Matvey Morozov, Alexey Zaytsev
For sequential data, a change point is a moment of abrupt regime switch in data streams.