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Multivariate cryptocurrency prediction: comparative analysis of three recurrent neural networks approaches
15 references·2 citing·49 second hopsampled
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References

  • 2019Bitcoin price prediction using machine learning: An approach to sample dimension engineering420 cited
  • 2020Prediction of cryptocurrency returns using machine learning265 cited
  • 2019Prediction of the price of Ethereum blockchain cryptocurrency in an industrial finance system246 cited
  • 2019A Comparative Study of Bitcoin Price Prediction Using Deep Learning213 cited
  • 2020Stochastic Neural Networks for Cryptocurrency Price Prediction208 cited
  • 2020Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators196 cited
  • 2021Cryptocurrency price prediction using traditional statistical and machine‐learning techniques: A survey179 cited
  • 2018Machine Learning Models Comparison for Bitcoin Price Prediction164 cited
  • 2019Advanced social media sentiment analysis for short‐term cryptocurrency price prediction154 cited
  • 2017Bitcoin price prediction using ensembles of neural networks134 cited
  • 2019Forecasting cryptocurrency returns and volume using search engines132 cited
  • 2019Predicting monthly biofuel production using a hybrid ensemble forecasting methodology100 cited
  • 2021Predicting LQ45 financial sector indices using RNN-LSTM72 cited
  • 2019KryptoOracle: A Real-Time Cryptocurrency Price Prediction Platform Using Twitter Sentiments

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69 cited
  • 2017Prediction of Bitcoin exchange rate to American dollar using artificial neural network methods68 cited
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    • 2023A survey of deep learning applications in cryptocurrency53 cited
    • 2025Helformer: an attention-based deep learning model for cryptocurrency price forecasting53 cited