SUDF-RS: A new foreign exchange rate prediction method considering the complementarity of supervised and unsupervised deep representation features

Gang Wang,Jingling Ma,Ying Wang,Tao Tao,Gang Ren,Hegong Zhu

Expert Systems with Applications（2023）

引用 2|浏览23

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摘要

•The SUDF-RS model explores the complementarity of supervised and unsupervised features for FERP.•The SUDF-RS improves RS with a feature weighting mechanism.•The SUDF-RS achieves competitive results compared with benchmarks.

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关键词

Exchange rates prediction,Deep learning,Long short-term memory,Deep belief network,Ensemble learning,Random Subspace,Random Forest

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