Statistical Finance · Quantitative Finance
A Data-driven Deep Learning Approach for Bitcoin Price Forecasting
Parth Daxesh Modi, Kamyar Arshi, Pertami J. Kunz, Abdelhak M. Zoubir
2023-11-14
Machine Learning · Computer Science
Review of deep learning models for crypto price prediction: implementation and evaluation
Jingyang Wu, Xinyi Zhang, Fangyixuan Huang, Haochen Zhou +1
2024-06-04
Trading and Market Microstructure · Quantitative Finance
MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price
Qiutong Guo, Shun Lei, Qing Ye, Zhiyang Fang
2021-05-04
Trading and Market Microstructure · Quantitative Finance
FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile Cryptocurrency Market Prices Using Market Sentiment Dynamics
Mabsur Fatin Bin Hossain, Lubna Zahan Lamia, Md Mahmudur Rahman, Md Mosaddek Khan
2026-02-17
Machine Learning · Computer Science
Financial Time-Series Forecasting: Towards Synergizing Performance And Interpretability Within a Hybrid Machine Learning Approach
Shun Liu, Kexin Wu, Chufeng Jiang, Bin Huang +1
2024-01-02
Machine Learning · Computer Science
Time Series Analysis of Blockchain-Based Cryptocurrency Price Changes
Jacques Fleischer, Gregor von Laszewski, Carlos Theran, Yohn Jairo Parra Bautista
2022-03-01
Statistical Finance · Quantitative Finance
Forecasting Bitcoin closing price series using linear regression and neural networks models
Nicola Uras, Lodovica Marchesi, Michele Marchesi, Roberto Tonelli
2020-01-07
Machine Learning · Computer Science
Power Market Price Forecasting via Deep Learning
Yongli Zhu, Songtao Lu, Renchang Dai, Guangyi Liu +1
2018-10-24
Computation and Language · Computer Science
LSTM Based Sentiment Analysis for Cryptocurrency Prediction
Xin Huang, Wenbin Zhang, Xuejiao Tang, Mingli Zhang +4
2021-10-19
Statistical Finance · Quantitative Finance
Forecasting of Bitcoin Prices Using Hashrate Features: Wavelet and Deep Stacking Approach
Ramin Mousa, Meysam Afrookhteh, Hooman Khaloo, Amir Ali Bengari +1
2025-01-24