Publications de SOFIANOS Emmanouil
Articles dans des revues avec comité de lecture :
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2025
Forecasting Public Debt in the Euro Area Using Machine Learning: Decision Tools for Financial Markets
BARBIER-GAUCHARD Amelie, SOFIANOS Emmanouil, Computational Economics -
2025
The EU Public Debt Synchronization: A Complex Networks Approach
GKATZOGLOU Fotios, SOFIANOS Emmanouil, BARBIER-GAUCHARD Amélie, Economies, 13(7), 186.
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2025
Machine learning forecasting in the macroeconomic environment: the case of the US output gap
SOFIANOS Emmanouil, ALEXAKIS Christos, GOGAS Periklis, PAPADIMITRIOU Theophilos, Economic Change and Restructuring, 58, 9. -
2024
Forecasting east and west coast gasoline prices with tree-based machine learning algorithms
SOFIANOS Emmanouil, ZAGANIDIS Emmanouil, PAPADIMITRIOU Theophilos, GOGAS Periklis, energies, 17(6), 1296.
Chapitres / Ouvrages scientifiques :
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2025
Forecasting inflation spikes with machine learning
SOFIANOS Emmanouil, PAPADIMITRIOU Theophilos, GOGAS Periklis, Elsevier, 3, 256-260.
Working Papers :
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2025
Do International Reserve Holdings Still Predict Economic Crises? Insights from Recent Machine Learning Techniques
PAPADIMITRIOU Theophilos, GOGAS Periklis, SOFIANOS Emmanouil, GIANNAKIS Nikolaos, SAADAOUI Jamel, SSRN, 25. -
2025
Using DSGE and Machine Learning to Forecast Public Debt for France
SOFIANOS Emmanouil, BETTI Thierry, PAPADIMITRIOU Theophilos, BARBIER-GAUCHARD Amélie, GOGAS Periklis, Working Paper BETA #2025-18, 19. -
2024
Forecasting Public Debt in the Euro Area Using Machine Learning: Decision Tools for Financial Markets
BARBIER-GAUCHARD Amélie, SOFIANOS Emmanouil, BETA #2024-47, 44.
