Structure and dynamics of financial networks by feature ranking method

Abstract Much research has been done on time series of financial market in last two decades using linear and non-linear correlation of the returns of stocks. In this paper, we design a method of network reconstruction for the financial market by using the insights from machine learning tool. To do s...

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Bibliographic Details
Main Authors: Mahmudul Islam Rakib, Ashadun Nobi, Jae Woo Lee
Format: Article
Language:English
Published: Nature Portfolio 2021-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-97100-1