A Novel Implementation of Siamese Type Neural Networks in Predicting Rare Fluctuations in Financial Time Series

A Novel Implementation of Siamese Type Neural Networks in Predicting Rare Fluctuations in Financial Time Series

Stock trading has tremendous importance not just as a profession but also as an income source for individuals. Many investment account holders use the appreciation of their portfolio (as a combination of stocks or indexes) as income for their retirement years, mostly betting on stocks or indexes wit...

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Bibliographic Details
Main Authors: Treena Basu, Olaf Menzer, Joshua Ward, Indranil SenGupta
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Risks
Subjects:
Convolutional Neural Network (CNN)
image processing
rare event prediction
siamese neural networks
time series
Online Access:https://www.mdpi.com/2227-9091/10/2/39

Internet

https://www.mdpi.com/2227-9091/10/2/39

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