Irreversibility of financial time series: a case of crisis. - Andrii O. Bielinskyi; Serhii V. Hushko; Andriy V. Matviychuk; Oleksandr A. Serdyuk; Serhiy O. Semerikov; Vladimir N. Soloviev (M3E2-MLPEED, 2021)

High-order network analysis for financial crash identification. - Andrii O. Bielinskyi; Vladimir N. Soloviev; Serhii V. Hushko; Arnold E. Kiv; Andriy V. Matviychuk (M3E2-MLPEED, 2022)

Stock Market Crashes as Phase Transitions. - Andrii Bielinskyi; Vladimir N. Soloviev; Victoria Solovieva; Andriy Matviychuk; Serhii V. Hushko; Halyna Velykoivanenko (ICTERI, 2023)