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• W2753634577 abstract "Abstract In order to improve the forecasting accuracy, a hybrid error-correction approach by integrating support vector machine (SVM), empirical mode decomposition (EMD) and the improved cuckoo search algorithm (ICS) was introduced in this study. By using two indexes as examples, the empirical study shows our proposed approach by means of synchronously predict the prediction error which used to correct the preliminary predicted values has better prediction precision than other five competing approaches, furthermore, the improved strategies for cuckoo search algorithm has better performance than other three evolutionary algorithms in parameters selection." @default.
• W2753634577 created "2017-09-15" @default.
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• W2753634577 date "2014-12-01" @default.
• W2753634577 modified "2023-10-16" @default.
• W2753634577 title "An EPC Forecasting Method for Stock Index Based on Integrating Empirical Mode Decomposition, SVM and Cuckoo Search Algorithm" @default.
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• W2753634577 doi "https://doi.org/10.1515/jssi-2014-0481" @default.
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