Adaptive hyperparameter optimization for author name disambiguation.
In the process of author name disambiguation (AND), varying characteristics and noise of different blocks significantly impact disambiguation performance. In this paper, we propose a block‐based adaptive hyperparameter optimization method that assigns optimal hyperparameters to each block without al...
| Published in: | Journal of the Association for Information Science & Technology Vol. 76; no. 8; pp. 1082 - 1105 |
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| Main Authors: | , |
| Format: | equations & formulas research tables/charts Journal Article |
| Published: |
Wiley-Blackwell
Aug2025
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| Online Access: | View this record in EBSCOhost |