Using Topological Data Analysis (TDA) and Persistent Homology to Analyze the Stock Markets in Singapore and Taiwan

Using Topological Data Analysis (TDA) and Persistent Homology to Analyze the Stock Markets in Singapore and Taiwan

In recent years, persistent homology (PH) and topological data analysis (TDA) have gained increasing attention in the fields of shape recognition, image analysis, data analysis, machine learning, computer vision, computational biology, brain functional networks, financial networks, haze detection, e...

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Bibliographic Details
Main Authors: Peter Tsung-Wen Yen, Siew Ann Cheong
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Physics
Subjects:
topological data analysis
econophysics
applied topology
financial market
STI
TAIEX
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2021.572216/full

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