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Index Prediction Model Based on LASSO-PCA and Deep LearningOA

Index Prediction Model Based on LASSO-PCA and Deep Learning

Bo Xu;Xinpu Su;Yijun He

School of Information,Guangdong University of Finance and Economics,Guangzhou 510320,ChinaSchool of Information,Guangdong University of Finance and Economics,Guangzhou 510320,ChinaSchool of Information,Guangdong University of Finance and Economics,Guangzhou 510320,China

index predictionLeast Absolute Shrinkage and Selection Operator(LASSO)Principal Component Analysis(PCA)Long-Short Term Memory(LSTM)Gated Recurrent Unit(GRU)

index predictionLeast Absolute Shrinkage and Selection Operator(LASSO)Principal Component Analysis(PCA)Long-Short Term Memory(LSTM)Gated Recurrent Unit(GRU)

《众智科学(英文)》 2024 (4)

176-183,8

This work was supported by the Special Projects in Key Fields of Colleges and Universities in Guangdong Province(No.2021ZDZX3006),Project of Philosophy and Social Science Planning of Guangdong(No.GD21YGL16),and Guangzhou Science and Technology Plan Project(No.202201011651).

10.26599/IJCS.2024.9100013

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