Search Results for author: Muhammad Rehman Zafar

Found 2 papers, 1 papers with code

Multi-level Stress Assessment from ECG in a Virtual Reality Environment using Multimodal Fusion

no code implementations9 Jul 2021 Zeeshan Ahmad, Suha Rabbani, Muhammad Rehman Zafar, Syem Ishaque, Sridhar Krishnan, Naimul Khan

In this paper, we report our findings on a new study on VR stress assessment, where three stress levels are assessed.

DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems

1 code implementation24 Jun 2019 Muhammad Rehman Zafar, Naimul Mefraz Khan

While LIME and similar local algorithms have gained popularity due to their simplicity, the random perturbation and feature selection methods result in "instability" in the generated explanations, where for the same prediction, different explanations can be generated.

Clustering Feature Importance +1

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