Charalampos Stasinakis

Big data, artificial intelligence and machine learning: A transformative symbiosis in favour of financial technology

Duc Khuong Nguyen, Georgios Sermpinis, Charalampos Stasinakis · European Financial Management · 2022 · 142 citations

Artificial Intelligence, Engineering, Machine Learning +16

Two-stage DEA-Truncated Regression: Application in banking efficiency and financial development

Filipa Da Silva Fernandes, Charalampos Stasinakis, Valeriya Bardarova · Expert Systems with Applications · 2017 · 117 citations · Full text

Econometric Model, Monetary Policy, Economics +10

Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms—Support vector regression forecast combinations

Georgios Sermpinis, Charalampos Stasinakis, Konstantinos Theofilatos et al. · European Journal of Operational Research · 2015 · 104 citations

Economic Forecasting, Predictive Analytics, Exchange Rate Movement +7

Forecasting and trading the EUR/USD exchange rate with stochastic Neural Network combination and time-varying leverage

Georgios Sermpinis, Christian L. Dunis, Jason Laws et al. · Decision Support Systems · 2012 · 94 citations

Time-varying Leverage, Exchange Rate Movement, Eurocurrency Market +8

A Hybrid XGBoost-MLP Model for Credit Risk Assessment on Digital Supply Chain Finance

Yixuan Li, Charalampos Stasinakis, Wee Meng Yeo · Forecasting · 2022 · 58 citations · Full text

Hybrid Xgboost-mlp Model, Financial Data, Financial Risk Management +26