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2026	Enhancing stock market predictions with multivariate signal decomposition and dynamic feature optimization The North American Journal of Economics and Finance Xiaorui Xue, Shaofang Li, Xiaonan Wang, Tingting Ren
2025	Stock Price Forecasting With Integration of Sectoral Behavior: A Deep Auto‐Optimized Multimodal Framework Journal of Forecasting Renu Saraswat, Ajit Kumar
2025	Deep learning for financial forecasting: A review of recent trends International Review of Economics & Finance Sofia Giantsidi, Claudia Tarantola
2025	Wavelet-Enhanced Deep Learning Ensemble for Accurate Stock Market Forecasting: A Case Study of Nifty 50 Index IEEE Access Priya Singh, Manoj Jha, Harshita Patel
2025	A novel uncertainty-aware liquid neural network for noise-resilient time series forecasting and classification Chaos, Solitons & Fractals Muhammed Halil Akpinar, Orhan Atila, Abdulkadir Sengur, Massimo Salvi, U.R. Acharya
2025	2LE-BO-DeepTrade: an integrated deep learning framework for stock price prediction PeerJ Computer Science Zinnet Duygu Akşehir, Erdal Kılıç
2024	Analyzing the critical steps in deep learning-based stock forecasting: a literature review PeerJ Computer Science Zinnet Duygu Akşehir, Erdal Kılıç
2024	A Feature Ensemble Framework for Stock Market Forecasting Using Technical Analysis and Aquila Optimizer IEEE Access Asit Kumar Das, Debahuti Mishra, Kaberi Das, Kailash Chandra Mishra