Analysing Siamese Neural Network Architectures for Computing Name Similarity.

Introduction A wide assortment of string similarity measures can be used to determine how similar two names are. A diverse set of discriminating and independent features for name similarity are important for classification during record linkage. A Siamese neural network could surpass traditional st...

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Bibliographic Details
Main Authors: Nicholas Vinden, Jeremy Foxcroft, Luiza Antonie
Format: Article
Language:English
Published: Swansea University 2022-08-01
Series:International Journal of Population Data Science
Subjects:
Online Access:https://ijpds.org/article/view/2077