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07/03/2023
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms
Entity resolution (ER) is the process of identifying records that refer ...
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12/20/2021
Common Misconceptions about Population Data
Databases covering all individuals of a population are increasingly used...
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04/19/2021
Large Scale Record Linkage in the Presence of Missing Data
Record linkage is aimed at the accurate and efficient identification of ...
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04/07/2021
Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching
The task of calculating similarities between strings held by different o...
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07/31/2020
F*: An Interpretable Transformation of the F-measure
The F-measure is widely used to assess the performance of classification...
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06/29/2020
Pattern Masking for Dictionary Matching
In the Pattern Masking for Dictionary Matching (PMDM) problem, we are gi...
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11/29/2019
Incremental Clustering Techniques for Multi-Party Privacy-Preserving Record Linkage
Privacy-Preserving Record Linkage (PPRL) supports the integration of sen...
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07/06/2018
Temporal graph-based clustering for historical record linkage
Research in the social sciences is increasingly based on large and compl...
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06/20/2018
Developing a Temporal Bibliographic Data Set for Entity Resolution
Entity resolution is the process of identifying groups of records within...
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03/27/2018
A Decision Tree Approach to Predicting Recidivism in Domestic Violence
Domestic violence (DV) is a global social and public health issue that i...
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12/27/2017
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases
Accurate and efficient entity resolution is an open challenge of particu...
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12/13/2016
