Identifying optimised speaker identification model using hybrid GRU-CNN feature extraction technique. - Md. Iftekharul Alam Efat; Md. Shazzad Hossain; Shuvra Aditya; Jahanggir Hossain Setu; K. M. Imtiaz-Ud-Din (Int. J. Comput. Vis. Robotics, 2022)

A Survey on Dimensionality Reduction Techniques for Time-Series Data. - Mohsena Ashraf; Farzana Anowar; Jahanggir Hossain Setu; Atiqul Islam Chowdhury; Eshtiak Ahmed; Ashraful Islam; Abdullah Al-Mamun 001 (IEEE Access, 2023)

Performance Analysis of Ensemble and DNN Models for Decoding Mental Stress Utilizing ECG-Based Wearable Data Fusion. - Noor Masrur; Nabarun Halder; Sami Rashid; Jahanggir Hossain Setu; Ashraful Islam; Tarem Ahmed (BlackSeaCom, 2024)

Using Transformers for Emotion Recognition in Bangla Text: A Comparative Study of MultiBERT and BanglaBERT with Data Augmentation. - Nabarun Halder; Tanjina Piash Proma; Jahanggir Hossain Setu; Arafat Noor; Ashraful Islam; M. Ashraful Amin (ICMLA, 2024)

ECGInsight: A Web Application-Based Approach to Myocardial Infarction Detection From ECG Image Reports Utilizing ResNet. - Jahanggir Hossain Setu; Syed Tangim Pasha; Nabarun Halder; Sankar Sikder; Ashraful Islam; Md. Zahangir Alam (ICMLA, 2024)

Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection. - Jahanggir Hossain Setu; Md. Shazzad Hossain; Nabarun Halder; Ashraful Islam; M. Ashraful Amin (ICPR (2), 2024)

Empowering Multiclass Classification and Data Augmentation of Arabic News Articles Through Transformer Model. - Jahanggir Hossain Setu; Nabarun Halder; Sankar Sikder; Ashraful Islam; Md. Zahangir Alam (IJCNN, 2024)

Emotion Recognition in Bangla Text: An Ensemble Approach with Data Augmentation using BanglaBERT and MultiBERT. - Nabarun Halder; Armun Alam; Jahanggir Hossain Setu; Ashraful Islam; M. Ashraful Amin (ICCAE, 2025)

Analyzing Machine Learning Models for Multiclass Classification of Human Stress Levels: Comparison Between Balanced and Imbalanced Data. - Nabarun Halder; Armun Alam; Jahanggir Hossain Setu; Asif Mahmood; Ashraful Islam; M. Ashraful Amin (KST, 2025)

RSTHFS: A Rough Set Theory-Based Hybrid Feature Selection Method for Phishing Website Classification. - Jahanggir Hossain Setu; Nabarun Halder; Ashraful Islam; M. Ashraful Amin (IEEE Access, 2025)