: Research indicates that the cooperative DAE-GRUSA model outperforms standalone GRU or LSTM models in predicting stock market trends. Article Download Options

: A version of the article is hosted on PMC for free viewing and download.

: The model is designed to improve the accuracy of stock close price predictions by mitigating market volatility noise and incorporating qualitative data from financial news.

: DAE-GRUSA stands for DeepAutoEncoder-Gated Recurrent Unit Sentiment Analysis . It combines a deep autoencoder (DAE) to denoise historical stock data with Gated Recurrent Units (GRU) to process temporal patterns alongside news sentiment scores.

You can access and download the full PDF of this research through various academic platforms:

: The Kingdom of Grusa is a nation in the fictional Centaura universe.

: You can find the publication and related figures, such as the DAE-GRUSA model diagram , on ResearchGate . Other "Grusa" References