Dynamic and thermodynamic models of adaptation

AN Gorban, TA Tyukina, LI Pokidysheva… - Physics of life …, 2021 - Elsevier
The concept of biological adaptation was closely connected to some mathematical,
engineering and physical ideas from the very beginning. Cannon in his “The wisdom of the …

Econophysics of cryptocurrency crashes: a systematic review

AO Bielinskyi, OA Serdyuk - 2021 - elibrary.kdpu.edu.ua
Cryptocurrencies refer to a type of digital asset that uses distributed ledger, or blockchain
technology to enable a secure transaction. Like other financial assets, they show signs of …

Comparative performance of machine learning ensemble algorithms for forecasting cryptocurrency prices

V Derbentsev, V Babenko, K Khrustalev, H Obruch… - International Journal of …, 2021 - ije.ir
This paper discusses the problems of short-term forecasting of cryptocurrency time series
using a supervised machine learning (ML) approach. For this goal, we applied two of the …

Forecasting of cryptocurrency prices using machine learning

V Derbentsev, A Matviychuk, VN Soloviev - Advanced studies of financial …, 2020 - Springer
Our study is devoted to the problems of the short-term forecasting cryptocurrency time series
using machine learning (ML) approach. Focus on studying of the financial time series allows …

A social network analysis–based approach to investigate user behaviour during a cryptocurrency speculative bubble

G Bonifazi, E Corradini, D Ursino… - Journal of Information …, 2023 - journals.sagepub.com
In this article, we present a Social Network Analysis–based approach to investigate user
behaviour during a cryptocurrency speculative bubble in order to extract knowledge patterns …

Econophysics of sustainability indices

A Bielinskyi, SO Semerikov, O Serdyuk… - Proceedings of the …, 2020 - lib.iitta.gov.ua
In this paper, the possibility of using some econophysical methods for quantitative
assessment of complexity measures: entropy (Shannon, Approximate and Permutation …

[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 …

Predictors of oil shocks. Econophysical approach in environmental science

AO Bielinskyi, I Khvostina… - … series: Earth and …, 2021 - iopscience.iop.org
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 …

Quantum information technology on the Edge

SO Semerikov, T Vakaliuk, AM Striuk… - Joint Proceedings of the …, 2021 - lib.iitta.gov.ua
This is an introductory text to a collection of selected papers from the Joint Workshop on the
Quantum Information Technologies and Edge Computing (QuaInT & doors 2021) which …

Recurrence based entropies for sustainability indices

V Derbentsev, O Serdyuk, V Solovieva - 2020 - elibrary.kdpu.edu.ua
The work is devoted to a comparative analysis complexity of traditional stock market indices
and social responsible indices in the example Dow Jones Sustainability Indices and Dow …