[HTML][HTML] On the topology of cryptocurrency markets

S Rudkin, W Rudkin, P Dłotko - International Review of Financial Analysis, 2023 - Elsevier
Cryptocurrency markets are characterised by high volatility, high returns and comparative
immaturity relative to equity and commodity markets. Topological Data Analysis (TDA) …

MFTM-Informer: A multi-step prediction model based on multivariate fuzzy trend matching and Informer

LT Zhao, Y Li, XH Chen, LY Sun, ZY Xue - Information Sciences, 2024 - Elsevier
Multi-step forecasting is a critical process in various fields, such as disaster warning and
financial analysis. Nevertheless, achieving precise multi-step forecasting is challenging due …

Why topological data analysis detects financial bubbles?

SW Akingbade, M Gidea, M Manzi, V Nateghi - … in Nonlinear Science and …, 2024 - Elsevier
We present a heuristic argument for the propensity of Topological Data Analysis (TDA) to
detect early warning signals of critical transitions in financial time series. Our argument is …

Analysing Indian Stock Market Crashes Through a Topological Lens

N Girish, A Shahabudheen - … Emerging Trends in Mathematical Sciences & …, 2024 - Springer
The Indian stock market is one of the world's largest and most dynamic financial markets. In
the Indian equity market, indices serve as a means to assess the changes in the worth of …

Τοπολογική ανάλυση δεδομένων και χρηματοοικονομικές χρονοσειρές

Ε Καραπέτσας - 2023 - hellanicus.lib.aegean.gr
Η πρόοδος της γεωμετρίας και της τοπολογίας, μαζί με την εμφάνιση μεγάλων συνόλων
δεδομένων, παρακινεί και εμπνέει την έρευνα να ανακαλύψει νέους και δημιουργικούς …