57 citations · 60 across the 3 of their papers we have counts for
3 papers
FMMO: Detecting the Divergence Between Local Attribution and Global Drift
Muhammad Rehman Zafar, Ali El-Sharif, Naimul Khan
Post-deployment drift poses a critical risk to algorithmic accountability, particularly when ground truth labels are delayed and performance degradation becomes a "silent failure".…
Multi-level Stress Assessment from ECG in a Virtual Reality Environment using Multimodal Fusion
Zeeshan Ahmad, Suha Rabbani, Muhammad Rehman Zafar +3
ECG is an attractive option to assess stress in serious Virtual Reality (VR) applications due to its non-invasive nature. However, the existing Machine Learning (ML) models perform…
DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems
Muhammad Rehman Zafar, Naimul Mefraz Khan
Local Interpretable Model-Agnostic Explanations (LIME) is a popular technique used to increase the interpretability and explainability of black box Machine Learning (ML) algorithms…