LSTM–Transformer-Based Robust Hybrid Deep Learning Model for Financial Time Series Forecasting

LSTM–Transformer-Based Robust Hybrid Deep Learning Model for Financial Time Series Forecasting

The inherent challenges of financial time series forecasting demand advanced modeling techniques for reliable predictions. Effective financial time series forecasting is crucial for financial risk management and the formulation of investment decisions. The accurate prediction of stock prices is a su...

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Bibliographic Details
Main Authors: Md R. Kabir, Dipayan Bhadra, Moinul Ridoy, Mariofanna Milanova
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Sci
Subjects:
deep learning
financial time series
LSTM
Transformer
MLP
stock market
Online Access:https://www.mdpi.com/2413-4155/7/1/7
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