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Inflation and unemployment forecasting with genetic support vector regression

Sermpinis, Georgios; Stasinakis, Charalampos; … - In: Journal of forecasting 33 (2014) 6, pp. 471-487

Persistent link: https://www.econbiz.de/10010426238

Stochastic and genetic neural network combinations in trading and hybrid time-varying leverage effects

Sermpinis, Georgios; Stasinakis, Charalampos; Dunis, … - In: Journal of international financial markets, … 30 (2014), pp. 21-54

Persistent link: https://www.econbiz.de/10011293055

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

Sermpinis, Georgios; Stasinakis, Charalampos; … - In: European journal of operational research : EJOR 247 (2015) 3, pp. 831-846

Persistent link: https://www.econbiz.de/10011386316

Stock market prediction using evolutionary support vector machines : an application to the ASE20 index

Karathanasopoulos, Andreas; Theofilatos, Konstantinos; … - In: The European journal of finance 22 (2016) 10/12, pp. 1145-1163

Persistent link: https://www.econbiz.de/10011715329

Forecasting US unemployment with radial basis neural networks, Kalman filters and support vector regressions

Stasinakis, Charalampos; Sermpinis, Georgios; … - In: Computational economics 47 (2016) 4, pp. 569-587

Persistent link: https://www.econbiz.de/10011712477

Reverse adaptive krill herd locally weighted support vector regression for forecasting and trading exchange traded funds

Sermpinis, Georgios; Stasinakis, Charalampos; … - In: European journal of operational research : EJOR 263 (2017) 2, pp. 540-558

Persistent link: https://www.econbiz.de/10011793981

A Conditional Fuzzy Inference Approach in Forecasting

Hassanniakalager, Arman - 2020

This study introduces a Conditional Fuzzy inference (CF) approach in forecasting. The proposed approach is able to deduct Fuzzy Rules (FRs) conditional on a set of restrictions. This conditional rule selection discards weak rules and the generated forecasts are based only on the most powerful...

Persistent link: https://www.econbiz.de/10012854506

A conditional fuzzy inference approach in forecasting

Hassanniakalager, Arman; Sermpinis, Georgios; … - In: European journal of operational research : EJOR 283 (2020) 1, pp. 196-216

Persistent link: https://www.econbiz.de/10012161960

Technical analysis profitability and Persistence : a discrete false discovery approach on MSCI indices

Sermpinis, Georgios; Hassanniakalager, Arman; … - In: Journal of international financial markets, … 73 (2021), pp. 1-17

Persistent link: https://www.econbiz.de/10012802162

Forecasting and trading Bitcoin with machine learning techniques and a hybrid volatility/sentiment leverage

Wei, Mingzhe; Sermpinis, Georgios; Stasinakis, Charalampos - In: Journal of forecasting 42 (2023) 4, pp. 852-871

Persistent link: https://www.econbiz.de/10014292835