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...

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Detalles Bibliográficos
Publicado en:Journal of the Association for Information Science & Technology Vol. 76; no. 8; pp. 1082 - 1105
Autores principales: Lu, Shuo, Zhou, Yong
Formato: equations & formulas research tables/charts Journal Article
Publicado: Wiley-Blackwell Aug2025
Acceso en línea:Ver este registro en EBSCOhost