4 citations · 6 across the 7 of their papers we have counts for
7 papers
Exploration-Driven Personalized Federated Reinforcement Learning via Intrinsic Motivation
Md Rafid Islam, Rafsan Jany, Zahid Hasan +1
Personalized Federated Reinforcement Learning (PFRL) takes a decentralized approach to storing and accessing information based on past experiences while keeping each client's data…
Diagnosing and Mitigating Domain Shift in Permission-Based Android Malware Detection
Md Rafid Islam
Machine learning-based Android malware detectors often fail in real-world deployment due to domain shift, where models trained on one data source perform poorly on applications fro…
Balancing Accuracy and Efficiency: CNN Fusion Models for Diabetic Retinopathy Screening
Md Rafid Islam, Rafsan Jany, Akib Ahmed +1
Diabetic retinopathy (DR) remains a leading cause of preventable blindness, yet large-scale screening is constrained by limited specialist availability and variable image quality a…
Parallel Computing Architectures for Robotic Applications: A Comprehensive Review
Md Rafid Islam
With the growing complexity and capability of contemporary robotic systems, the necessity of sophisticated computing solutions to efficiently handle tasks such as real-time process…
Best Practices for Facing the Security Challenges of Internet of Things Devices Focusing on Software Development Life Cycle
Md Rafid Islam, Ratun Rahman
In the past few years, the number of IoT devices has grown substantially, and this trend is likely to continue. An increasing amount of effort is being put into developing software…
VREd: A Virtual Reality-Based Classroom for Online Education Using Unity3D WebGL
Ratun Rahman, Md Rafid Islam
Virtual reality is the way of the future. The use of virtual reality is expanding over time across all sectors, from the entertainment industry to the military and space. VREd is a…
NFS: A Hand Gesture Recognition Based Game Using MediaPipe and PyGame
Md Rafid Islam, Ratun Rahman, Akib Ahmed +1
This paper represents a game which interacts with humans via hand gesture movement. Nowadays, apps like this seem rare, and there seems to be a window opening for this kind of appl…