Georgios Sermpinis

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 7

Top Topics

Support Vector Regression

Top Venues

Eur. J. Oper. Res.

Ann. Oper. Res.

Publications

Xiaotong Sun, Xi Chen, Charalampos Stasinakis, Georgios Sermpinis
Multiparty Democracy in Decentralized Autonomous Organization (DAO): Evidence from MakerDAO. CoRR (2022)
Xiaotong Sun, Charalampos Stasinakis, Georgios Sermpinis
Decentralization illusion in DeFi: Evidence from MakerDAO. CoRR (2022)
Georgios Sermpinis, Andreas S. Karathanasopoulos, Rafael Rosillo, David de la Fuente
Neural networks in financial trading. Ann. Oper. Res. 297 (1) (2021)
Arman Hassanniakalager, Georgios Sermpinis, Charalampos Stasinakis, Thanos Verousis
A conditional fuzzy inference approach in forecasting. Eur. J. Oper. Res. 283 (1) (2020)
Ioannis Kyriakou, Athanasios A. Pantelous, Georgios Sermpinis, Stavros A. Zenios
Preface: application of operations research to financial markets. Ann. Oper. Res. 282 (1-2) (2019)
Georgios Sermpinis, Charalampos Stasinakis, Arman Hassanniakalager
Reverse adaptive krill herd locally weighted support vector regression for forecasting and trading exchange traded funds. Eur. J. Oper. Res. 263 (2) (2017)
Georgios Sermpinis, Charalampos Stasinakis, Rafael Rosillo, David de la Fuente
European Exchange Trading Funds Trading with Locally Weighted Support Vector Regression. Eur. J. Oper. Res. 258 (1) (2017)
Georgios Sermpinis, Charalampos Stasinakis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos
Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms - Support vector regression forecast combinations. Eur. J. Oper. Res. 247 (3) (2015)
Sovan Mitra, Andreas S. Karathanasopoulos, Georgios Sermpinis, Christian L. Dunis, John Hood
Operational risk: Emerging markets, sectors and measurement. Eur. J. Oper. Res. 241 (1) (2015)
Georgios Sermpinis, Anastasia Fountouli, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos
Gene Expression Programming and Trading Strategies. AIAI (2013)
Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis
Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization. Eur. J. Oper. Res. 225 (3) (2013)
Georgios Sermpinis, Charalampos Stasinakis, Andreas S. Karathanasopoulos
Kalman Filter and SVR Combinations in Forecasting US Unemployment. AIAI (2013)
Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Georgios Sermpinis, Thomas Amorgianiotis, Efstratios F. Georgopoulos, Spiros Likothanassis
Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms. EANN (2012)
Georgios Sermpinis, Jason Laws, Andreas S. Karathanasopoulos, Christian L. Dunis
Forecasting and trading the EUR/USD exchange rate with Gene Expression and Psi Sigma Neural Networks. Expert Syst. Appl. 39 (10) (2012)
Georgios Sermpinis, Christian L. Dunis, Jason Laws, Charalampos Stasinakis
Kalman Filters and Neural Networks in Forecasting and Trading. EANN (2012)
Georgios Sermpinis, Christian L. Dunis, Jason Laws, Charalampos Stasinakis
Forecasting and trading the EUR/USD exchange rate with stochastic Neural Network combination and time-varying leverage. Decis. Support Syst. 54 (1) (2012)
Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis
A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns. EANN (2012)