Parisa Foroutan
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View article: Deep learning systems for forecasting the prices of crude oil and precious metals
Deep learning systems for forecasting the prices of crude oil and precious metals Open
Commodity markets, such as crude oil and precious metals, play a strategic role in the economic development of nations, with crude oil prices influencing geopolitical relations and the global economy. Moreover, gold and silver are argued t…
View article: Connectedness of cryptocurrency markets to crude oil and gold: an analysis of the effect of COVID-19 pandemic
Connectedness of cryptocurrency markets to crude oil and gold: an analysis of the effect of COVID-19 pandemic Open
The notion that investors shift to gold during economic market crises remains unverified for many cryptocurrency markets. This paper investigates the connectedness between the 10 most traded cryptocurrencies and gold as well as crude oil m…
View article: Deep learning-based spatial-temporal graph neural networks for price movement classification in crude oil and precious metal markets
Deep learning-based spatial-temporal graph neural networks for price movement classification in crude oil and precious metal markets Open
In this study, we adapt three spatial-temporal graph neural network models to the unique characteristics of crude oil, gold, and silver markets for forecasting purposes. It aims to be the first to (i) explore the potential of spatial-tempo…