Sofianos, E., Papadimitriou, T. & Gogas, P. (2025). Forecasting inflation spikes with machine learning.
In: Apergis, N. (ed.) Encyclopedia of Monetary Policy, Financial Markets and Banking, 1st edn.
Academic Press, pp. 256–260.
DOI
Gkatzoglou, F., Sofianos, E., Barbier-Gauchard, A. (2025).
The EU Public Debt Synchronization: A Complex Networks Approach.
Energies, 13(7), p. 186.
DOI
Sofianos, E., Alexakis, C., Gogas, P., Papadimitriou, T. (2025).
Machine Learning Forecasting in the Macroeconomic Environment: The Case of the US Output Gap.
Economic Change and Restructuring, 58(1).
DOI
Sofianos, E., Zaganidis, E., Papadimitriou, T., Gogas, P. (2024).
Forecasting East and West Coast Gasoline Prices with Tree-Based Machine Learning Algorithms.
Energies, 17(6), p. 1296.
DOI
Toulias, G., Sofianos, E., Gogas, P. (2023).
Bitcoin, Sentiment Analysis and the Efficient Market Hypothesis: A Machine Learning Approach.
Empirical Economics Letters, 22(1).
Alexiadou, M., Sofianos, E., Gogas, P., Papadimitriou, T. (2023).
Cryptocurrencies and Long-Range Trends.
International Journal of Financial Studies, 11(1), p. 40.
DOI
Lefkou, T., Sofianos, E., Gogas, P. (2023).
Banking Sector Resilience to Major Crises.
Journal of Finance and Economics, 11(1), pp. 1–13.
DOI
Gogas, P., Papadimitriou, T., Sofianos, E. (2021).
Forecasting Unemployment in the Euro‐Area with Machine Learning.
Journal of Forecasting, 41(3), pp. 551–566.
DOI
Mouchtaris, D., Sofianos, E., Gogas, P., Papadimitriou, T. (2021).
Forecasting Natural Gas Spot Prices with Machine Learning.
Energies, 14(18), p. 5782.
DOI
Sofianos, E., Gogas, P., Papadimitriou, T. (2021).
Mind the Gap: Forecasting Euro-Area Output Gaps with Machine Learning.
Applied Economics Letters, pp. 1–5.
DOI
Gogas, P., Papadimitriou, T., Sofianos, E. (2019).
Money Neutrality, Monetary Aggregates and Machine Learning.
Algorithms, 12(7), p. 137.
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