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An adaptive particle swarm optimization-based hybrid long short-term memory model for stock price time series forecasting

In this paper, we presented a long short-term memory (LSTM) network and adaptive particle swarm optimization (PSO)-based hybrid deep learning model for forecasting the stock price of three major stock indices such as Sensex, S&P 500, and Nifty 50 for short term and long term. Although the LSTM c...

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Detalles Bibliográficos
Autores principales: Kumar, Gourav, Singh, Uday Pratap, Jain, Sanjeev
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9415266/
https://www.ncbi.nlm.nih.gov/pubmed/36043118
http://dx.doi.org/10.1007/s00500-022-07451-8