[PDF][PDF] Entropy Analysis of Crisis Phenomena for DJIA Index.

VN Soloviev, A Bielinskyi, V Solovieva - ICTERI Workshops, 2019 - researchgate.net
The Dow Jones Industrial Average (DJIA) index for the 125-year-old (since 1896) history has
experienced many crises of different nature and, reflecting the dynamics of the world stock …

Machine learning for prediction of emergent economy dynamics

AE Kiv, VN Soloviev, SO Semerikov… - Proceedings of the …, 2021 - lib.iitta.gov.ua
This is an introductory text to a collection of selected papers and revised from the M3E2
2021: 9th International Conference on Monitoring, Modeling & Management of Emergent …

Checking complex networks indicators in search of singular episodes of the photochemical smog

R Carmona-Cabezas, J Gómez-Gómez, EG de Ravé… - Chemosphere, 2020 - Elsevier
A set of indicators derived from the analysis of complex networks have been introduced to
identify singularities on a time series. To that end, the Visibility Graphs (VG) from three …

[PDF][PDF] High-order networks and stock market crashes

AO Bielinskyi, VN Soloviev, SV Hushko… - Proc. Int. Conf. Monit …, 2023 - researchgate.net
Network analysis has proven to be a powerful method to characterize complexity in socio-
economic systems, and to understand their underlying dynamical features. Here, we …

[PDF][PDF] Computer Science & Software Engineering

A Kiv, S Semerikov, V Soloviev, A Striuk - 2019 - ds.knu.edu.ua
This volume represents the proceedings of the 2nd Student Workshop on Computer Science
& Software Engineering (CS&SE@ SW 2019), held in Kryvyi Rih, Ukraine, in November 29 …

A sliding window-based algorithm for faster transformation of time series into complex networks

R Carmona-Cabezas, J Gómez-Gómez… - … Journal of Nonlinear …, 2019 - pubs.aip.org
A new alternative method to approximate the Visibility Graph (VG) of a time series has been
introduced here. It exploits the fact that most of the nodes in the resulting network are not …

Virtual Money Exchange (Cryptocurrency) with Real Money (Rupiah) based on Sharia Economic Law Perspective

M Masithoh, AI Hambali - International Journal of Social …, 2022 - ijssr.ridwaninstitute.co.id
The purpose of this research is to analyze the exchange of virtual cryptocurrency money with
real rupiah money from the perspective of sharia economic law. Currently there is a lot of …

MLP-COMET-based decision model re-identification for continuous decision-making in the complex network environment

B Kizielewicz, J Wieckowski… - 2023 18th Conference …, 2023 - ieeexplore.ieee.org
In recent years, complex networks have gained significant attention for their practical
potential in data analysis and decision-making. However, assessing node relevance in …

Recurrence Measures of Complexity in Energy Market Dynamics

A Bielinskyi, VN Soloviev, V Solovieva… - Proceedings of 10th …, 2023 - lib.iitta.gov.ua
The instability of the price dynamics of the energy market from a theoretical point of view
indicates the inadequacy of the dominant paradigm of the quantitative description of pricing …

The analysis of multifractal cross-correlation connectedness between bitcoin and the stock market

A Bielinskyi, V Soloviev, V Solovieva… - … for Education, Science …, 2022 - Springer
In this study, we examine the multifractal cross-correlation relationships between stock and
cryptocurrency markets. The measures of complexity which can serve as indicators …