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Towards Privacy-Preserving Record Linkage with Record-Wise Linkage Policy
2017We consider a situation that a large number of individuals contribute their personal data to multiple databases, and an analyst is allowed to issue a request of record linkage across any two of these databases. In such a situation, one concern is that very detailed information about individuals can be eventually obtained by analysts through sequential ...
Wen-jie Lu +3 more
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Springer Series in the Data Sciences, 2021
Jeffrey C. Chen, E. Rubin, Gary Cornwall
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Jeffrey C. Chen, E. Rubin, Gary Cornwall
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A Model for Optimum Linkage of Records
Journal of the American Statistical Association, 1968Abstract A model is presented for the frequently recurring problem of linking records from two lists. The criterion for an optimum decision rule is taken to be the minimization of the expected total costs associated with the various actions that may be taken for each pair of records that may be compared.
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Encoding Hierarchical Classification Codes for Privacy-Preserving Record Linkage Using Bloom Filters
PKDD/ECML Workshops, 2019R. Schnell, C. Borgs
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Innovations in research and clinical care using patient‐generated health data
Ca-A Cancer Journal for Clinicians, 2020Heather S L Jim +2 more
exaly
A note on using the F-measure for evaluating record linkage algorithms
Statistics and computing, 2017D. Hand, P. Christen
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