Georgios Sermpinis

Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization

Georgios Sermpinis, Konstantinos Theofilatos, Andreas Karathanasopoulos et al. · European Journal of Operational Research · 2012 · 164 citations · Full text

Economic Forecasting, International Finance, Macroeconomics +9

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

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

Higher order and recurrent neural architectures for trading the EUR/USD exchange rate

Christian L. Dunis, Jason Laws, Georgios Sermpinis · Quantitative Finance · 2010 · 61 citations

Recurrent Neural Architectures, Engineering, Machine Learning +20