Enhancing data integrity in internet of things-based healthcare applications: a visualization approach for duplicate detection
This study addresses the critical issue of data duplication in healthcare-related internet of things (IoT) datasets, which can compromise the reliability of analyses and patient outcomes. A Python-based visualization framework using Pandas and Matplotlib was developed to detect and represent duplica...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | en en |
| Published: |
Institute of Advanced Engineering and Science
2025
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/123798/7/123798_Enhancing%20data%20integrity%20in%20internet%20of%20things.pdf http://irep.iium.edu.my/123798/8/123798_Enhancing%20data%20integrity%20in%20internet%20of%20things_Scopus.pdf http://irep.iium.edu.my/123798/ https://beei.org/index.php/EEI/article/view/10063 |
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