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Author

Mamoona Humayun

2 papers indexed here

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Open access 2026

Lightweight AI-Based Threat Detection and Surveillance Secure Edge-IoT Healthcare Systems

: Advances in emerging technologies, such as the Internet of Things (IoT) and artificial intelligence, provide a wide range of real-time applications to the development of smart cities. The physical objects, along with IoT systems, not only provide seamless connectivity to the remote environment but also continuously g...

Menwa Alshammeri, Khalid Haseeb, Mamoona Humayun et al. · 0 citations
Open access 2026

A Hybrid Ensemble Framework for Reliable and Interpretable Parkinson’s Disease Prediction Using Clinical Tabular Data

Parkinson’s disease (PD) prediction in clinical tabular data is challenging due to feature interactions and data imbalance. The current methods put emphasis on either predictive performance or interpretability in a unified way. This paper presents a comparative hybrid learning framework that evaluates conventional mach...

Ghadah Naif Alwakid, N. Tariq, Mamoona Humayun et al. · 0 citations

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