Vasileios Siakoulis

Employing Google Trends and Deep Learning in Forecasting Financial Market Turbulence

Vasileios Siakoulis, Evangelos Stavroulakis, Panagiotis Lazaris et al. · Journal of Behavioral Finance · 2021 · 37 citations

A robust machine learning approach for credit risk analysis of large loan level datasets using deep learning and extreme gradient boosting

Αναστάσιος Πετρόπουλος, Vasileios Siakoulis, Evaggelos Stavroulakis et al. · RePEc: Research Papers in Economics · 2019 · 27 citations

Engineering, Machine Learning, Data Science +14

Fiscal Policy Effects on Non-Performing Loan Formation

Vasileios Siakoulis · SSRN Electronic Journal · 2017 · 21 citations · Full text

A Combined Statistical Framework for Forecasting Default Rates of Greek Financial Institutions’ Credit Portfolios

Aristotelis Klamargias, Vasileios Siakoulis, Dionysios Mylonas · SSRN Electronic Journal · 2018 · 16 citations · Full text

Forecasting sovereign risk in the Euro area via machine learning

Guillaume Belly, Lukas Boeckelmann, Carlos Mateo Caicedo Graciano et al. · Journal of Forecasting · 2023 · 12 citations