A Comparison on LSTM Deep Learning Method and Random Walk Model Used on Financial and Medical Applications: An Example in COVID-19 Development Prediction

This study aims to establish the model of the cryptocurrency price trend based on a financial theory using the Long Short-Term Memory (LSTM) networks model with multiple combinations between the window length and the predicting horizons. The Random Walk model is also applied with different parameter...

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Detalles Bibliográficos
Autores principales: Yao, Yifan, Li, Xinxin, Li, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9427226/
https://www.ncbi.nlm.nih.gov/pubmed/36052038
http://dx.doi.org/10.1155/2022/4383245

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9427226/
https://www.ncbi.nlm.nih.gov/pubmed/36052038
http://dx.doi.org/10.1155/2022/4383245

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