Muhammad Aminul Islam

Muhammad Aminul Islam is an Assistant Professor in the Department of Electrical and Computer Engineering and Computer Science at the University of New Haven, USA. He holds a B.Sc. from Bangladesh University of Engineering and Technology and a Ph.D. in Electrical and Computer Engineering from Mississippi State University.

Education:

• B.S. in Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology
• Ph.D. in Electrical and Computer Engineering, Mississippi State University

Research Interests: His work focuses on advancing deep learning and computer vision techniques, particularly in information fusion, autonomous driving systems, and remote sensing applications. He explores fuzzy logic systems for decision-making, including the Choquet integral for data-driven fusion and explainable AI. His research also addresses challenges in hyperspectral image processing and sensor data integration for autonomous vehicles.

Publications: Dr. Islam's recent work emphasizes explainable AI, fuzzy integral optimization, and applications in autonomous systems. His articles span topics like semantic segmentation for off-road driving, efficient fuzzy measure representation, and transfer learning for neural networks. Key themes include algorithmic transparency, data fusion techniques, and computational intelligence in real-world systems.

Grants & Advising: No specific grants or student advising records are listed in the provided text. His academic contributions focus on collaborative research projects and conference presentations in computational intelligence and engineering.