Publications

I have published and presented my work at prestigious conferences and journals, including Journal of Marine Science and Engineering, Sensors, IEEE conferences, and IISE, as well as workshops at various international venues.

You can click on the keywords below to explore my research in specific areas.

Journal Articles

▪ Advancing Marine Surveillance: A Hybrid Approach of Physics Infused Neural Network for Enhanced Vessel Tracking Using Automatic Identification System Data
Haque, T., Syed, M. A. B., Das, S., & Ahmed, I. (2024)
Journal of Marine Science and Engineering, 12(11), 1913 · DOI · Marine AI Deep Learning Physics-Informed

▪ Understanding AI Chatbot Adoption in Education: PLS-SEM Analysis of User Behavior Factors
Hasan, M. R., Chowdhury, N. I., Rahman, M. H., Syed, M. A. B., & Ryu, J. (2023)
Journal of Computers in Human Behavior: Artificial Humans · DOI · NLP Education PLS-SEM

▪ A CNN-LSTM Architecture for Marine Vessel Track Association Using Automatic Identification System (AIS) Data
Syed, M. A. B., & Ahmed, I. (2023)
Sensors, 23(14), 6400 · DOI · Marine AI Deep Learning Track Association

Conference Papers

▪ Investigation of Polycystic Ovary Syndrome (PCOS) Diagnosis Using Machine Learning Approaches
Habib, A. Z. S. B., Syed, M. A. B., Islam, M. E., & Tasnim, T. (2023)
IEEE STI 2023 · DOI · Medical AI Deep Learning Diagnosis

▪ A Deep Learning Approach for Satellite and Debris Detection: YOLO in Action
Ahamed, M. Y., Syed, M. A. B., Chatterjee, P., & Habib, A. Z. S. B. (2023)
IEEE ICCIT 2023 · DOI · Computer Vision Deep Learning YOLO

▪ Pediatric Bone Age Prediction Using Deep Learning
Habib, A. Z. S. B., Islam, M. E., Syed, M. A. B., Ahamed, M. Y., & Tasnim, T. (2023)
IEEE ICCIT 2023 · DOI · Medical AI Deep Learning Medical Imaging

▪ Federated Learning in Manufacturing: A Systematic Review and Pathway to Industry 5.0
Syed, M. A. B., Rhaman, Q., & Sushil, S. (2023)
IEEE STI 2023 · DOI · Federated Learning Manufacturing Industry 5.0

▪ Multi-Model LSTM Architecture for Track Association Using AIS Data
Syed, M. A. B., & Ahmed, I. (2023)
IISE Annual Conference 2023 · arXiv · Marine AI Deep Learning Track Association

▪ Zero Shot Time Series Forecasting: Do Time Series FMs Outperform Cross Modal FMs?
Syed, M. A. B., et al. (2025)
NeurIPS'25 Workshop · OpenReview · Dataset NLP LLM

Research Contributions

▪ ML Algorithm Synthesizing Domain Knowledge for Fungal Spore Concentration Prediction
Syed, M. A. B., et al. (2023)
QCRE Data Challenge (Finalist) · arXiv · Challenge Domain Knowledge Prediction

Master’s Thesis

▪ Spatio-Temporal Deep Learning Approaches for Addressing Track Association Problem Using Automatic Identification System (AIS) Data
Syed, M. A. B. (2023)
West Virginia University · DOI · Thesis Marine AI Deep Learning Track Association

Research Impact

2 Journal Articles

6 Conference Papers

1 Research Challenge Finalist

1 Master's Thesis

Last updated: September 2024