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Open access Oct 2026

An Integrated Explainable Machine and Deep Learning Framework for Hand Gesture Recognition in Human–Machine Interaction

Reliable hand gesture recognition is important for intelligent human–machine interaction, assistive technologies, and rehabilitation systems, where accurate interpretation of muscle-activation patterns is required. This study proposes an integrated explainable machine–deep learning framework for recognizing eight hand...

Yousif M. Al-Muslim, A. Jaber, Z. Khan · 0 citations
Review Open access Sep 2026

Acoustic Monitoring of Small UAV Propulsion: A Critical Review of Sensor Placement, Noise-Robust Wavelet Features, and Resource-Efficient Machine Learning

UAVs are being employed for inspection, mapping, emergency response, and low-altitude activities. However, propeller fractures, edge wear, tip loss, imbalance, motor-bearing deterioration, eccentric shafts, and operating circumstances might damage their propulsion systems. Acoustic health monitoring is promising for th...

Dina Basim Ali, A. Jaber · 0 citations
Open access Aug 2026

Intelligent Fault Diagnosis and Maintenance Decision Support in Electrical Induction Generators Using Multi-CNN Extreme Ensemble Learning

It is demonstrated that Hjorth-based electrical-signal characterization and Multi-CNN ensemble fusion can provide accurate and computationally efficient support for fault identification and predictive maintenance decisions in electrical induction generators.

M. Ahmed, Ahmed Mohammed Mohsin Alzubaidi, Z. Khan et al. · 0 citations

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