Construction and Simulation of the Market Risk Early-Warning Model Based on Deep Learning Methods

Construction and Simulation of the Market Risk Early-Warning Model Based on Deep Learning Methods

To address the problem of low efficiency of existing forecasting models for market risk warning, a market risk early-warning model based on improved LSTM is suggested utilizing the whale optimization algorithm (WOA) to optimize the number of hidden layer neurons and time step parameters of long shor...

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Bibliographic Details
Main Authors: Lei, Y. (Author), Li, Y. (Author)
Format: Article
Language:English
Published: Hindawi Limited 2022
Subjects:
Commerce
Corporate finance
Early-warning models
Forecasting
Forecasting models
Learning methods
Long short-term memory
Market risks
Model prediction
Model-based OPC
Prediction accuracy
Risk early warning
Risk warnings
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