F-LSTM: Federated learning-based LSTM framework for cryptocurrency price prediction

F-LSTM: Federated learning-based LSTM framework for cryptocurrency price prediction

In this paper, a distributed machine-learning strategy, i.e., federated learning (FL), is used to enable the artificial intelligence (AI) model to be trained on dispersed data sources. The paper is specifically meant to forecast cryptocurrency prices, where a long short-term memory (LSTM)-based FL n...

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Bibliographic Details
Main Authors: Nihar Patel, Nakul Vasani, Nilesh Kumar Jadav, Rajesh Gupta, Sudeep Tanwar, Zdzislaw Polkowski, Fayez Alqahtani, Amr Gafar
Format: Article
Language:English
Published: AIMS Press 2023-10-01
Series:Electronic Research Archive
Subjects:
federated learning
lstm
decentralization
cryptocurrencies
weight sharing
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2023330?viewType=HTML

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