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2025	2LE-BO-DeepTrade: an integrated deep learning framework for stock price prediction PeerJ Computer Science Zinnet Duygu Akşehir, Erdal Kılıç
2025	2025 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics Companion (CiFer Companion) Cheng-En Tsai, Shiou-Chi Li, Jen-Wei Huang
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	CAWformer: A cross variable attention with discrete wavelet denoising for multivariate time series forecasting Knowledge-Based Systems Shiming Fan, Hua Wang, Fan Zhang
2025	CausalFormer-HMC: a hybrid memory-driven transformer with causal reasoning and counterfactual explainability for leukemia diagnosis Frontiers in Cell and Developmental Biology Fares Jammal, Mohamed Dahab
2024	Stock Market Prediction With Transductive Long Short-Term Memory and Social Media Sentiment Analysis IEEE Access Ali Peivandizadeh, Sima Hatami, Amirhossein Nakhjavani, Lida Khoshsima, Mohammad Reza Chalak Qazani, Muhammad Haleem, Roohallah Alizadehsani
2024	A Novel Integrated Approach for Stock Prediction Based on Modal Decomposition Technology and Machine Learning IEEE Access Yu Sun, Sofianita Mutalib, Nasiroh Omar, Liwei Tian
2024	Analyzing the critical steps in deep learning-based stock forecasting: a literature review PeerJ Computer Science Zinnet Duygu Akşehir, Erdal Kılıç