Author

R. Mustafovski

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Open access Sep 2026

Intelligent Synchronization of Machine Learning Models Using Graph Neural Networks: Application to Flood Prediction

Flood prediction remains a critical challenge in environmental risk management and disaster preparedness. Accurate river-level forecasting is essential for the development of reliable early warning systems and the mitigation of flood-related risks. However, conventional ensemble approaches, such as averaging and majori...

Boban Temelkovski, R. Mustafovski, Jugoslav Achkoski et al. · Future Internet · 0 citations

Open access 2026

YOLOv8-Based Firearm Detection for Real-Time Video Surveillance Application

A computer vision approach using the YOLOv8 object detection model to identify whether an individual is carrying a firearm, achieving high precision and recall in detecting both exposed and partially concealed firearms.

R. Mustafovski, T. Shuminoski, Membe et al. · Infocommunications journal · 0 citations