Can News Sentiment Improve Deep Learning Models for Nifty 50 Index Forecasting?

A stock index, such as the Nifty 50, offers diversified exposure and reduces the risk of investing in individual companies. Index price movements are influenced by internal and external factors, including political, economic, and environmental developments, as well as historical trends. The relation...

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Hlavní autoři:	Chaithra Sadashiva Kotekar, Biju R. Mohan, Vamsidhar Kolukuluri
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2026-01-01
Edice:	IEEE Access
Témata:	Causal analysis deep learning FinBERT GRU LSTM particle swarm optimization (PSO)
On-line přístup:	https://ieeexplore.ieee.org/document/11299644/
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