StockPred: a framework for stock Price prediction. - Marwa Sharaf; Ezz El-Din Hemdan; Ayman El-Sayed; Nirmeen A. El-Bahnasawy (Multim. Tools Appl., 2021)

A survey on recommendation systems for financial services. - Marwa Sharaf; Ezz El-Din Hemdan; Ayman El-Sayed; Nirmeen A. El-Bahnasawy (Multim. Tools Appl., 2022)

An efficient hybrid stock trend prediction system during COVID-19 pandemic based on stacked-LSTM and news sentiment analysis. - Marwa Sharaf; Ezz El-Din Hemdan; Ayman El-Sayed; Nirmeen A. El-Bahnasawy (Multim. Tools Appl., 2023)