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Author

Syafrial Fachri Pane

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Open access Oct 2026

Predicting Backup Non-Compliance Using KPI-Derived Labels and Machine Learning: A Proof-of-Concept Study

Ensuring backup compliance is essential for data protection and operational resilience in enterprise IT environments. This study proposes a KPI-aware machine learning approach combining weak supervision, rule-based labeling, and supervised learning to estimate KPI-derived backup non-compliance status. The approach was...

Syafrial Fachri Pane, Muhammad Raziq Hakim Siregar, Mohammed S. Al-Maliki et al. · 0 citations
Review Open access Aug 2026

Predictive Modeling for ETA and Delivery Delay Prediction in Logistics and Transportation: A Systematic Literature Review

This study presents a Systematic Literature Review (SLR) of data-driven predictive models for delivery delay prediction in logistics and transportation systems. A total of 508 articles were initially retrieved from the Scopus database (IEEE, Elsevier, MDPI, Springer), which served as the primary source of literature, a...

Syafrial Fachri Pane · 0 citations

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