References
- Chowdhury, R., M. A. Rahman, M. S. Rahman, M. R. C. Mahdy. Predicting and Forecasting the Price of Constituents and Index of Cryptocurrency Using Machine Learning. – arXiv 2019, arXiv preprint arXiv:1905.08444.
- Wątorek, M., S. Drożdż, J. Kwapień, L. Minati, P. Oświęcimka, M. Stanuszek. Multiscale Characteristics of the Emerging Global Cryptocurrency Market. – Physics Reports, Vol. 901, 2021, pp. 1-82.
- Lucey, B. M., S. A. Vigne, L. Yarovaya, Y. Wang. The Cryptocurrency Uncertainty Index. – Finance Research Letters, Vol. 45, 2022, 102147.
- Malladi, R. K., P. L. Dheeriya. Time Series Analysis of Cryptocurrency Returns and Volatilities. – Journal of Economics and Finance, Vol. 45, 2021, pp. 75-94.
- Pai, B. A., L. Devareddy, S. Hegde, B. Ramya. A Time Series Cryptocurrency Price Prediction Using Lstm. – In: Emerging Research in Computing, Information, Communication and Applications. Springer, 2022, pp. 653-662.
- Zhang, Z., H.-N. Dai, J. Zhou, S. K. Mondal, M. M. García, H. Wang. Forecasting Cryptocurrency Price Using Convolutional Neural Networks with Weighted and Attentive Memory Channels. – Expert Systems with Applications, Vol. 183, 2021, 115378.
- Fang, F., W. Chung, C. Ventre, M. Basios, L. Kanthan, L. Li et al. Ascertaining Price Formation in Cryptocurrency Markets with Machine Learning. – The European Journal of Finance, 2021, pp. 1-23.
- Park, J., Y.-S. Seo. Understanding the Association between Cryptocurrency Price Predictive Performance and Input Features. – KIPS Transactions on Software and Data Engineering, Vol. 11, 2022, pp. 19-28.
- Ortu, M., N. Uras, C. Conversano, S. Bartolucci, G. Destefanis. On Technical Trading and Social Media Indicators for Cryptocurrency Price Classification through Deep Learning. – Expert Systems with Applications, Vol. 198, 2022, 116804.
- Aghashahi, M., S. Bamdad. Analysis of Different Artificial Neural Networks for Bitcoin Price Prediction. – International Journal of Management Science and Engineering Management, 2022, pp. 1-8.
- Catania, L., S. Grassi. Forecasting Cryptocurrency Volatility. – International Journal of Forecasting, Vol. 38, 2022, pp. 878-894.
- Alessandretti, L., A. ElBahrawy, L. M. Aiello, A. Baronchelli. Anticipating Cryptocurrency Prices Using Machine Learning. – Complexity, Vol. 2018, 2018.
- Mittal, R., S. Arora, M. Bhatia. Automated Cryptocurrencies Prices Prediction Using Machine Learning. – Division of Computer Engineering, Netaji Subhas Institute of Technology, India, Vol. 8, 2018, pp. 2229-6956.
- Poongodi, M., A. Sharma, V. Vijayakumar, V. Bhardwaj, A. P. Sharma, R. Iqbal et al. Prediction of the Price of Ethereum Blockchain Cryptocurrency in an Industrial Finance System. – Computers & Electrical Engineering, Vol. 81, 2020, 106527.
- Kim, H. M., G.-W. Bock, G. Lee. Predicting Ethereum Prices with Machine Learning Based on Blockchain Information. – Expert Systems with Applications, Vol. 184, 2021, 115480.
- Aasi, B., S. A. Imtiaz, H. A. Qadeer, M. Singarajah, R. Kashef. Stock Price Prediction Using a Multivariate Multistep LSTM: A Sentiment and Public Engagement Analysis Model. – In: Proc. of IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS’21), 2021, pp. 1-8.
- Sebastião, H., P. Godinho. Forecasting and Trading Cryptocurrencies with Machine Learning under Changing Market Conditions. – Financial Innovation, Vol. 7, 2021, pp. 1-30.
- Awotunde, J. B., R. O. Ogundokun, R. G. Jimoh, S. Misra, T. O. Aro. Machine Learning Algorithm for Cryptocurrencies Price Prediction. – In: Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities. Springer, 2021, pp. 421-447.
- Sabry, F., W. Labda, A. Erbad, Q. Malluhi. Cryptocurrencies and Artificial Intelligence: Challenges and Opportunities. – IEEE Access, Vol. 8, 2020, pp. 175840-175858.
- Bai, C., T. White, L. Xiao, V. S. Subrahmanian, Z. Zhou. C2P2: A Collective Cryptocurrency up/down Price Prediction Engine. – In: Proc. of IEEE International Conference on Blockchain (Blockchain’19), 2019, pp. 425-430.
- Derbentsev, V., A. Matviychuk, V. N. Soloviev. Forecasting of Cryptocurrency Prices Using Machine Learning. – In: Advanced Studies of Financial Technologies and Cryptocurrency Markets. Springer, 2020, pp. 211-231.
- Hamayel, M. J., A. Y. Owda. A Novel Cryptocurrency Price Prediction Model Using GRU, LSTM and bi-LSTM Machine Learning Algorithms. – AI, Vol. 2, 2021, pp. 477-496.
- Iqbal, M., M. S. Iqbal, F. H. Jaskani, K. Iqbal, A. Hassan. Time-Series Prediction of Cryptocurrency Market Using Machine Learning Techniques. – EAI Endorsed Transactions on Creative Technologies, 2021, p. e4.
- Miller, D., J.-M. Kim. Univariate and Multivariate Machine Learning Forecasting Models on the Price Returns of Cryptocurrencies. – Journal of Risk and Financial Management, Vol. 14, 2021, No 10, 486.
- Alahmari, S. A. Using Machine Learning ARIMA to Predict the Price of Cryptocurrencies. – The ISC International Journal of Information Security, Vol. 11, 2019, pp. 139-144.
- Vlachos Giovanopoulos, M. Forecasting Cryptocurrency Price Movements with Predictive Social Media Analytics. 2022.
- Radeva, I., I. Popchev. Blockchain-Enabled Supply-Chain in Crop Production Framework. – Cybernetics and Information Technologies, Vol. 22, 2022, No 1, pp. 151-170.
- Singh, A. K., S. Srivastava. Varna-Based Optimization: A New Method for Solving Global Optimization. – International Journal of Intelligent Systems and Application, Vol. 10, 2018, pp. 1-15.
