From the 1 of 4 linked papers with an AI index.
4 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
The paper studies why permission‑based Android malware detectors suffer performance drops when applied to data from different sources and proposes a hybrid training approach using…
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…