Integrated OVMD-BiGRU-SMAC Framework for Forecasting Construction Accidents in the Kingdom of Saudi Arabia

Construction Accidents (CA) remain a major concern for occupational safety, especially within high-risk environments such as those found across the expanding construction sector in the Kingdom of Saudi Arabia (KSA). This research introduces an innovative prediction framework that combines signal dec...

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Bibliographic Details
Published in:	IEEE access Vol. 13; pp. 124543 - 124555
Main Authors:	Alsulami, Badr T., Khattak, Afaq
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Accidents Configurations Construction accidents Construction accidents & safety Construction industry Construction site accidents Decomposition Deep learning Forecasting Image reconstruction Injuries Noise Occupational safety Optimization Predictive models Safety management signal processing time series Time series analysis Time-frequency analysis Saudi Arabia
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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