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The primary article related to this model is titled .

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

: 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.

: 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. AI responses may include mistakes

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

: The full article is available via open access. : The Kingdom of Grusa is a nation

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