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Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from Video Surveillance

Published in MDPI AG • Feb 1, 2025
NobleIDNI9P79W33R08S25
Authors:
Mahmoud M. Eid
,
Kamal ElDahshan
,
Abdelatif H. Abouali

Abstract

Data are crucial components of machine learning and deep learning in real-world applications. However, when collecting data from actual systems, we often encounter issues with missing information, which can harm accuracy and lead to biased results. In the context of video surveillance, missing data ...

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