90 citations · 264 across the 28 of their papers we have counts for
4 papers · 1 filter
A Unified Framework for Evaluating and Enhancing the Transparency of Explainable AI Methods via Perturbation-Gradient Consensus Attribution
Md. Ariful Islam, Md Abrar Jahin, M. F. Mridha +1
Explainable Artificial Intelligence (XAI) methods are increasingly used in safety-critical domains, yet there is no unified framework to jointly evaluate fidelity, interpretability…
Designing Cellular Manufacturing Systems in the Presence of Alternative Process Plans
Md. Kutub Uddin, Md. Saiful Islam, Md Abrar Jahin +3
In the design of cellular manufacturing systems (CMS), numerous technological and managerial decisions must be made at both the design and operational stages. The first step in des…
Solving Generalized Grouping Problems in Cellular Manufacturing Systems Using a Network Flow Model
Md. Kutub Uddin, Md. Saiful Islam, Md Abrar Jahin +2
This paper focuses on the generalized grouping problem in the context of cellular manufacturing systems (CMS), where parts may have more than one process route. A process route lis…
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification
Md Abrar Jahin, M. F. Mridha, Zeyar Aung +2
Geomagnetic storms, caused by solar wind energy transfer to Earth's magnetic field, can disrupt critical infrastructure like GPS, satellite communications, and power grids. The dis…