A Dual Output Temporal Convolutional Network With Attention Architecture for Stock Price Prediction and Risk Assessment. - Arindam Kishor Biswas; Md Shariful Alam Bhuiyan; Md Nazmul Hossain Mir; Ashifur Rahman; Mohammed Firoz Mridha; Md. Rashedul Islam; Yutaka Watanobe (IEEE Access, 2025)

Joint Topic-Emotion Modeling in Financial Texts: A Novel Approach to Investor Sentiment and Market Trends. - Md Nazmul Hossain Mir; Md Shahriar Mahmud Bhuiyan; Md Al Rafi; Gourab Nicholas Rodrigues; Muhammad Firoz Mridha; Md. Abdul Hamid; Muhammad Mostafa Monowar; Md. Zia Uddin (IEEE Access, 2025)

Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies. - Md Shahriar Mahmud Bhuiyan; Md Al Rafi; Gourab Nicholas Rodrigues; Md Nazmul Hossain Mir; Adit Ishraq; M. F. Mridha 001; Jungpil Shin 001 (Array, 2025)

ABMF-Net: An Attentive Bayesian Multi-Stage Deep Learning Model for Robust Forecasting of Electricity Price and Demand. - Md Nazmul Hossain Mir; Arindam Kishor Biswas; Md Shariful Alam Bhuiyan; Md. Golam Rabbani Abir; Muhammad Firoz Mridha; Md. Jakir Hossen (IEEE Open J. Comput. Soc., 2025)

A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting. - Md Al Rafi; Gourab Nicholas Rodrigues; Md Nazmul Hossain Mir; Md Shahriar Mahmud Bhuiyan; Muhammad Firoz Mridha; Md. Rashedul Islam; Yutaka Watanobe (IEEE Open J. Comput. Soc., 2025)