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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Halit Özen

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Open access Aug 2026

Multiple Imputation of Missing Traffic Volume: An Advanced Framework and Multi-Domain Validation

High-frequency traffic data from remote sensors often suffer from severe gaps and multi-day blackouts. Traditional deterministic imputation fails during these extended failures, artificially destroying natural traffic variance. To resolve this, this study develops an adaptive Multiple Imputation (MI) framework to recon...

Zaid Abdulzahra Mahdi Mandalawi, Halit Özen · 0 citations

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