HAML-IRL: Overcoming the Imbalanced Record Linkage Problem Using Hybrid Active Machine Learning
Traditional active machine learning (AML) methods employed in Record Linkage (RL) or Entity Resolution (ER) tasks often struggle with model stability, slow convergence, and handling imbalanced data. Our study introduces a novel hybrid Active Machine Learning approach to address RL, overcoming the ch...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Scientific Research Support Fund of Jordan (SRSF) and Princess Sumaya University for Technology (PSUT)
2025-04-01
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| Series: | Jordanian Journal of Computers and Information Technology |
| Subjects: | |
| Online Access: | http://www.ejmanager.com/fulltextpdf.php?mno=220477 |
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