Georgios Sermpinis

19 papers C 3Misc 2Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
A temporal graph-based contrastive approach for financial time series forecasting.
Eng. Appl. Artif. Intell.
Iman Barazandeh, Saman Haratizadeh, Georgios Sermpinis
2025 J jnl
Industry return prediction via interpretable deep learning.
Eur. J. Oper. Res.
Lazaros Zografopoulos, Maria Chiara Iannino, Ioannis Psaradellis, Georgios Sermpinis
2022 J jnl
Decentralization illusion in DeFi: Evidence from MakerDAO.
CoRR
Xiaotong Sun, Charalampos Stasinakis, Georgios Sermpinis
2022 J jnl
Multiparty Democracy in Decentralized Autonomous Organization (DAO): Evidence from MakerDAO.
CoRR
Xiaotong Sun, Xi Chen, Charalampos Stasinakis, Georgios Sermpinis
2021 J jnl
Neural networks in financial trading.
Ann. Oper. Res.
Georgios Sermpinis, Andreas S. Karathanasopoulos, Rafael Rosillo, David de la Fuente
2020 J jnl
A conditional fuzzy inference approach in forecasting.
Eur. J. Oper. Res.
Arman Hassanniakalager, Georgios Sermpinis, Charalampos Stasinakis, Thanos Verousis
2019 J jnl
Preface: application of operations research to financial markets.
Ann. Oper. Res.
Ioannis Kyriakou, Athanasios A. Pantelous, Georgios Sermpinis, Stavros A. Zenios
2017 J jnl
European Exchange Trading Funds Trading with Locally Weighted Support Vector Regression.
Eur. J. Oper. Res.
Georgios Sermpinis, Charalampos Stasinakis, Rafael Rosillo, David de la Fuente
2017 J jnl
Reverse adaptive krill herd locally weighted support vector regression for forecasting and trading exchange traded funds.
Eur. J. Oper. Res.
Georgios Sermpinis, Charalampos Stasinakis, Arman Hassanniakalager
2015 J jnl
Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms - Support vector regression forecast combinations.
Eur. J. Oper. Res.
Georgios Sermpinis, Charalampos Stasinakis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos
2015 J jnl
Operational risk: Emerging markets, sectors and measurement.
Eur. J. Oper. Res.
Sovan Mitra, Andreas S. Karathanasopoulos, Georgios Sermpinis, Christian L. Dunis, John Hood
2013 J jnl
Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization.
Eur. J. Oper. Res.
Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis
2013 Misc conf
Gene Expression Programming and Trading Strategies.
AIAI
Georgios Sermpinis, Anastasia Fountouli, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos
2013 Misc conf
Kalman Filter and SVR Combinations in Forecasting US Unemployment.
AIAI
Georgios Sermpinis, Charalampos Stasinakis, Andreas S. Karathanasopoulos
2012 C conf
A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns.
EANN
Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis
2012 J jnl
Forecasting and trading the EUR/USD exchange rate with Gene Expression and Psi Sigma Neural Networks.
Expert Syst. Appl.
Georgios Sermpinis, Jason Laws, Andreas S. Karathanasopoulos, Christian L. Dunis
2012 J jnl
Forecasting and trading the EUR/USD exchange rate with stochastic Neural Network combination and time-varying leverage.
Decis. Support Syst.
Georgios Sermpinis, Christian L. Dunis, Jason Laws, Charalampos Stasinakis
2012 C conf
Kalman Filters and Neural Networks in Forecasting and Trading.
EANN
Georgios Sermpinis, Christian L. Dunis, Jason Laws, Charalampos Stasinakis
2012 C conf
Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms.
EANN
Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Georgios Sermpinis, Thomas Amorgianiotis, Efstratios F. Georgopoulos, Spiros Likothanassis