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Cited article:

How Effective Is Mamba-Augmented Transformer for Stock Market Price Forecasting?

Md. Shahria Sarker Shuvo, Awsaf Tausif Adib, Md. Estehaar Ahmed Emon, Ahasanur Rafi and Rashedur M. Rahman
FinTech 5 (1) 15 (2026)
https://doi.org/10.3390/fintech5010015

A Hybrid Model of Multi-Head Attention Enhanced BiLSTM, ARIMA, and XGBoost for Stock Price Forecasting Based on Wavelet Denoising

Qingliang Zhao, Hongding Li, Xiao Liu and Yiduo Wang
Mathematics 13 (16) 2622 (2025)
https://doi.org/10.3390/math13162622