Publications

Journal Publications

1. Karim, T., Shaon, M.S.H., Sultan, M.F., Hasan, M.Z. and Kafy, A.A., 2024. ANNprob-ACPs: A novel anticancer peptide identifier based on probabilistic feature fusion approach. Computers in Biology and Medicine, 169, p.107915.

2.  Shaon, M.S.H., Karim, T., Sultan, M.F., Ali, M.M., Ahmed, K., Hasan, M.Z., Moustafa, A., Bui, F.M. and Al-Zahrani, F.A., 2024. AMP-RNNpro: a two-stage approach for identification of antimicrobials using probabilistic features. Scientific Reports, 14(1), p.12892.

3.  Shaon, M.S.H., Karim, T., Shakil, M.S. and Hasan, M.Z., 2024. A Comparative Study of Machine Learning Models with LASSO and SHAP Feature Selection for Breast Cancer Prediction. Healthcare Analytics, p.100353.

4.  Karim, T., Shaon, M.S.H., Ali, M.M., Ahmed, K., Bui, F.M. and Chen, L., 2024. StackAMP: Stacking-Based Ensemble Classifier for Antimicrobial Peptide Identification. IEEE Transactions on Artificial Intelligence, 1(01), pp.1-10. 

5. Sultan, M.F., Shaon, M.S.H., Karim, T., Ali, M.M., Hasan, M.Z., Ahmed, K., Bui, F.M., Chen, L., Dhasarathan, V. and Moni, M.A., 2024. MLAFP-XN: Leveraging Neural Network Model for Development of Antifungal Peptide Identification Tool. Heliyon.

6. Shaon, M.S.H., Karim, T., Ali, M.M., Hasan, M.Z., Ahmed, K., Bui, F.M., Chen, L., and Moni, M.A., 2024.A Robust Deep Learning Approach for Identification of RNA 5-methyluridine Sites, Scientific Reports.

Conference Publications

1. Shaon, M.S.H., Sultan, M.F., Karim, T., Alshan, M.S.H., Cuzzocrea, A. and Akter, M.S., 2024, December. NeuroBooster: A Robust Classifier for the Discovery of Neuropeptide Sequences based on Meta-learning Approach. In 2024 IEEE International Conference on Big Data (BigData) (pp. 6132-6141). IEEE. 

2. Shaon, M.S.H., Sultan, M.F., Karim, T., Cuzzocrea, A. and Akter, M.S., 2024, December. An Advanced Liver Disease Detection Tool with a Stacking-Ensemble-based Machine Learning Approach. In 2024 IEEE International Conference on Big Data (BigData) (pp. 6123-6131). IEEE.

Preprints Publications

1. Karim, T., Shaon, M.S.H., Sultan, M.F. and Akter, M.S., 2025. Advancing Image Security with Quantum Key Distribution and Multi-Layer Chaotic Encryption for Quantum Resilient Transmission. arXiv preprint arXiv:2501.09895.

2. Sultan, M.F., Karim, T., Shaon, M.S.H., Wardat, M. and Akter, M., 2024. A Combined Feature Embedding Tools for Multi-Class Software Defect and Identification. arXiv preprint arXiv:2411.17621.

3. Sultan, M.F., Karim, T., Shaon, M.S.H., Wardat, M. and Akter, M.S., 2024. Enhanced LLM-Based Framework for Predicting Null Pointer Dereference in Source Code. arXiv preprint arXiv:2412.00216.

4. Zaman Ridoy, S., Shazzad Hossain Shaon, M., Cuzzocrea, A. and Shapna Akter, M., 2024. EnStack: An Ensemble Stacking Framework of Large Language Models for Enhanced Vulnerability Detection in Source Code. arXiv e-prints, pp.arXiv-2411.