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  • Search: subject:"MKL-GA hybrid method"
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Subject
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FX trading 2 Financial prediction 2 Genetic algorithm 2 MKL-GA hybrid method 2 Multiple kernel learning 2 Technical indicators 2 Evolutionary algorithm 1 Evolutionärer Algorithmus 1 Exchange rate 1 Forecasting model 1 Learning process 1 Lernprozess 1 Mathematical programming 1 Mathematische Optimierung 1 Prognoseverfahren 1 Theorie 1 Theory 1 Wechselkurs 1
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Article 2
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Article in journal 1 Aufsatz in Zeitschrift 1
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English 1 Undetermined 1
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Deng, Shangkun 2 Mitsubuchi, Takashi 2 Sakurai, Akito 2 Yoshiyama, Kazuki 2
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Computational Economics 1 Computational economics 1
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ECONIS (ZBW) 1 RePEc 1
Showing 1 - 2 of 2
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Hybrid Method of Multiple Kernel Learning and Genetic Algorithm for Forecasting Short-Term Foreign Exchange Rates
Deng, Shangkun; Yoshiyama, Kazuki; Mitsubuchi, Takashi; … - In: Computational Economics 45 (2015) 1, pp. 49-89
Our proposed prediction and learning method is a hybrid referred to as MKL-GA, which combines multiple kernel learning (MKL) for regression (MKR) and a genetic algorithm (GA) to construct the trading rules. In this study, we demonstrate that the evaluation criteria used to examine the...
Persistent link: https://www.econbiz.de/10011155129
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Cover Image
Hybrid method of multiple kernel learning and genetic algorithm for forecasting short-term foreign exchange rates
Deng, Shangkun; Yoshiyama, Kazuki; Mitsubuchi, Takashi; … - In: Computational economics 45 (2015) 1, pp. 49-89
Persistent link: https://www.econbiz.de/10010511339
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