Publications

Ayesh Meepaganithage, Md Abu Sayed, Monica Nicolescu, Mircea Nicolescu (2025). Proactive Maritime Threat Prediction: Vessel Intent Classification with LSTMs and Transformers Using a Sliding Window Approach. IEEE International Conference on Automation Science and Engineering (CASE).

Md Abu Sayed, Md Azizul Hakim, Ayesh Meepaganithage, Monica Nicolescu, Mircea Nicolescu (2025). Feature-Aware Deep Learning for Maritime Intent Recognition. IEEE International Conference on Future Machine Learning and Data Science (FMLDS 2025).

Md Abu Sayed

Equal contribution

, Md Azizul Hakim

Equal contribution

, Ayesh Meepaganithage

Equal contribution

, Tyler Becker, Monica Nicolescu, Mircea Nicolescu (2025). Early Classification of Intentions for Maritime Domains Using Deep Learning Model. IEEE International Conference on Automation Science and Engineering (CASE).

Md Abu Sayed, Korben DiArchangel, Mayamin Hamid Raha, Parvaneh Aliniya, Monica Nicolescu, Mircea Nicolescu, Sushil Louis (2024). NavySim: A Multi-Vessel Simulation and Analysis Engine for Naval Domains. 2024 IEEE Conference on Games (CoG).

Md Abu Sayed, Mayamin Hamid Raha, Parvaneh Aliniya, Monica Nicolescu, Mircea Nicolescu (2024). Threatmap: A Framework for Enhancing Security Awareness and Decision-Making for Naval Agents. Proceedings of the 26th International Conference on Harbor, Maritime and Multimodal Logistic Modeling & Simulation (HMS 2024).

Mayamin Hamid Raha, Md Abu Sayed, Monica Nicolescu, Mircea Nicolescu, Sushil Louis (2024). RAM: Resource Allocation for Multi-agent Maritime Environment. International Conference on Informatics in Control, Automation and Robotics.

Mayamin Hamid Raha, Md Abu Sayed, Sergiu Dascalu, Monica Nicolescu, Mircea Nicolescu (2024). Keep Sailing: An Investigation of Effective Navigation Controls and Subconscious Learning in Simulated Maritime Environment. International Conference on Information Technology-New Generations.

Mayamin Raha, Md Abu Sayed, Monica Nicolescu, Mircea Nicolescu, Sushil Louis (2023). Maritime Dynamic Resource Allocation and Risk Minimization Using Visual Analytics and Elitist Multi-Objective Optimization. Proceedings of the 20th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO.

Md Abu Sayed, Sajib Saha, GM Atiqur Rahaman, Tanmai K Ghosh, Yogesan Kanagasingam (2020). An innovate approach for retinal blood vessel segmentation using mixture of supervised and unsupervised methods. IET Image Processing.

Tanmai K Ghosh, Sajib Saha, GM Rahaman, \Textbf{Md Abu Sayed}, Yogesan Kanagasingam (2019). Retinal blood vessel segmentation: A semi-supervised approach. Iberian Conference on Pattern Recognition and Image Analysis.