Sir Syed University of Engineering and Technology

The Epistemic Burden of Responsibility: Human Understanding, Moral Accountability, and Meaningful Oversight in AI-Mediated Decisions

Artificial intelligence is increasingly placed inside consequential decision systems while responsibility remains formally assigned to human reviewers, managers, professionals, and institutions. This paper argues that moral responsibility has an epistemic condition: a person cann...

Optimizing Voice-Based Feature Engineering and Machine Learning Pipelines for Early Parkinson’s Disease Detection

Most voice-based Parkinson’s disease studies evaluated a narrow set of models on fixed feature spaces, which limited generalizability and obscured feature–model synergies. Many also neglected fold-wise fitting and runtime measurement, increasing the risk of data leakage and hinde...