Publications

Research Interest - Computer Vision, Data Science and Machine Learning, Natural Language Processing (NLP), Biomedical Science, Artificial Intelligence (AI).

Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases

S. A. Shammi, P. Ghosh, A. Sutradhar, F. M. J. M. Shamrat, M. A. Moni, and T. E. A. d. Oliveira, “Advances in artificial intelligence and blockchain technologies for early detection of human diseases,” IEEE Transactions on Computational Social Systems, pp. 1–28, 2024. 🔗DOI: 10.1109/TCSS.2024.3449748

MONOVAB : An Annotated Corpus for Bangla Multi-label Emotion Detection

S. K. Banshal, S. Das, S. A. Shammi, and N. R. Chakraborty “MONOVAB : An Annotated Corpus for Bangla Multi-label Emotion Detection,” Under Review. 🔗Link: arxiv.org/abs/2309.15670

Exploring the Relationship between Cardiac Disease and Patterns of 12-Lead ECG Through Neural Network: A Comprehensive Review

A. Sufian, N. Chakraborty, S. Shammi, and S. Banshal, “Exploring the Relationship between Cardiac Disease and Patterns of 12-Lead ECG through Neural Network: A Comprehensive Review”, ASSA, vol. 24, no. 02, pp. 66-93, Jul. 2024. 🔗DOI: doi.org/10.25728/assa.2024.2024.02.1601

A Substantial Deep Learning Approach for Classification of Local and Coastal Fish

S. Das, S. A. Shammi, and D. M. Raza, “A substantial deep learning approach for classification of local and coastal fish,” in Advanced Computing, Cham: Springer Nature Switzerland, 2023, pp. 362–373, isbn:978-3-031-35641-4. doi: 10.1007/978-3-031-35641-4_29 🔗DOI:10.1007/978-3-031-35641-4_29

A Comprehensive Roadmap on Bangla Text-Based Sentiment Analysis

Shumaiya Akter Shammi, Sajal Das, Narayan Ranjan Chakraborty, Sumit Kumar Banshal, and Nishu Nath. 2022. A Comprehensive Roadmap on Bangla Text-Based Sentiment Analysis. ACM Trans. Asian Low-Resour. Lang. Inf. Process. 🔗DOI:10.1145/3572783

FishNet: Fish Classification using Convolutional Neural Network

S. A. Shammi, S. Das, M. Hasan and S. R. Haider Noori, “FishNet: Fish Classification using Convolutional Neural Network,” 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2021, pp. 1-5, doi: 10.1109/ICCCNT51525.2021.9579550. 🔗DOI:10.1145/3572783