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2025	Stock market predictive modeling using recurring neural network with long short-term architecture International Journal of Islamic and Middle Eastern Finance and Management Fahim Afzal, Farman Afzal, Muhammad Kamran, Haiying Pan
2025	A Robust Adaptive Signal Decomposition Method for Enhanced Mode Extraction in Financial Time Series IEEE Access Laiba Sultan Dar, Muhammad Aamir, Muhammad Hamraz, Nosheen Faiz, Walid Emam, Yusra Tashkandy
2025	Individual neighbor aware sentiment prediction approach based on irregular time series Expert Systems with Applications Sai Kang, YaJun Du, Xianyong Li, Xiaoliang Chen, Chunzhi Xie, Jia Liu, Yan-li Lee
2024	Multi level perspectives in stock price forecasting: ICE2DE-MDL PeerJ Computer Science Zinnet Duygu Akşehir, Erdal Kılıç
2024	Unlocking Stock Price Prognostication Dual Attention-Infused Bi-Directional LSTM Empowered by Bayesian Optimization DA-Bi-LSTM-BO SN Computer Science Talabathula Jayanth, A. Manimaran
2024	A new denoising approach based on mode decomposition applied to the stock market time series: 2LE-CEEMDAN PeerJ Computer Science Zinnet Duygu Akşehir, Erdal Kılıç
2024	Spectral fluctuations in financial systems: an integrated random matrix theory and machine learning perspective The European Physical Journal Plus Amir Jalili, Hadi Sabri, Davood Ahmadian, Ziba Saleki, Yan-An Luo, Ai-Xi Chen
2024	Integrating sentiment analysis with graph neural networks for enhanced stock prediction: A comprehensive survey Decision Analytics Journal Nabanita Das, Bikash Sadhukhan, Rajdeep Chatterjee, Satyajit Chakrabarti
2024	IDEAL: an inventive optimized deep ensemble augmented learning framework for opinion mining and sentiment analysis Social Network Analysis and Mining Aditya Mudigonda, Usha Devi Yalavarthi, P. Satyanarayana, Ahmed Alkhayyat, A. N. Arularasan, S. Sankar Ganesh, CH. Mohan Sai Kumar
2024	2024 IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT) SK. JohnShaida, G. Shiva Kumar
2024	Developing a Novel Hybrid Model Double Exponential Smoothing and Dual Attention Encoder-Decoder Based Bi-Directional Gated Recurrent Unit Enhanced With Bayesian Optimization to Forecast Stock Price IEEE Access Talabathula Jayanth, A. Manimaran
2023	Advancing Financial Forecasts: A Deep Dive into Memory Attention and Long-Distance Loss in Stock Price Predictions Applied Sciences Shijie Yang, Yining Ding, Boyu Xie, Yingyi Guo, Xinyao Bai, Jundong Qian, Yunxuan Gao, Wuxiong Wang, Jinzheng Ren
2023	Aggregate News Sentiment and Stock Market Returns in India Journal of Risk and Financial Management Sushant Chari, Purva Hegde Desai, Nilesh Borde, Babu George
2023	Proceedings of the 5th International Conference on Information Management & Machine Intelligence Anjul Bhardwaj, Uday Pratap Singh
2023	2023 6th International Conference on Contemporary Computing and Informatics (IC3I) Gowtham V, Devi. T
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