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25 referensi ditemukan

JOURNAL Umuminternational2026

Machine learning-based detection of underreported occupational injuries and diseases for sustainable occupational health surveillance in Indonesia

Mochammad Andika Putra; Khoirul Muslim; Hardianto Iridiastadi; Dwita Astari Pujiartati; Wyke Kusmasari; Tarimantan S Saragih; An Nisa Pramasanti; Fergie S Mahaganti; Fadly Eka Pradana; Rendra H Hutabarat; Denny Siregar · DOAJ Open Access Articles

Occupational injury and disease surveillance plays an important role in supporting prevention-oriented occupational safety and health (OSH) governance. However, under-reporting of occupational injuries and diseases remains a persistent challenge, particularly in emerging economies where surveillance systems are often fragmented and administratively oriented.…

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JOURNAL Umuminternational2026

Prediction model of preeclampsia using single nucleotide polymorphism and machine learning methods: A population-based cohort study in Jordan

Shatha Awawdeh; Hasan Rawashdeh; Hanaa Fathi; Arar Al Tawil; Fatima Al-Shannaq; Esraa Henawi; Omar F. Khabour · DOAJ Open Access Articles

Preeclampsia is the most common medical disorder in pregnancy that is steadily increasing over time. Evidence indicates that early identification of women at high risk, followed by timely preventive interventions such as Aspirin and close surveillance, can significantly reduce disease incidence and severity, highlighting the importance of accurate early pred…

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JOURNAL Umuminternational2026

Adaptive threat intelligence models for protecting educational cloud infrastructures

Sai Kiran Arcot Ramesh; Viswa Bharath Kolla; Rahul Amte; Amir Alqataesh; Ghada Alradwan; Hussein N. E. Edrees · DOAJ Open Access Articles

The quick transfer of academic processes to cloud-based systems has increased the cyber-attack area of academic institutions significantly by introducing systemic weaknesses into the learning management systems (LMS), enterprise resource planning (ERP) tools, as well as databases housing student data. Traditional security controls, relying mostly on fixed si…

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JOURNAL Umuminternational2026

A hybrid machine learning framework for optimized MSME classification and knowledge discovery in smart village systems

Eneng Tita Tosida; Ajiz Abdul Majid; Irma Anggraeni; Jumadil Saputra; Muhamad Deni Johansyah · DOAJ Open Access Articles

Micro, Small, and Medium Enterprises (MSMEs) are a vital component of local economic growth, making significant contributions to advancing Smart Village and Smart Economy programs. The classification and distribution processes to support MSMEs across numerous locations continue to be manual, subjective, and inefficient. This study employs a hybrid data minin…

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JOURNAL Umuminternational2025

Optical Monitoring of Coastal-Marine Environments through Colored Dissolved Organic Matter (CDOM) (Southern Pars Region Case Study)

Mehdi Gholamalifard; Bonyad Ahmadi; Maryam Naghdi; Seyed Mahmoud Ghasempouri; Ali Saber; Sohrab Mazloumi · DOAJ Open Access Articles

Objective: Colored Dissolved Organic Matter (CDOM) of terrestrial origin plays a crucial role in the biogeochemical cycles of carbon, nitrogen, and phosphorus in coastal regions. This component significantly influences water quality and ecosystem services by affecting light penetration. Despite the importance of CDOM in coastal ecosystems, most global studie…

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