Results 141 to 150 of about 377,365 (185)
Survival analysis under imperfect record linkage using historic census data. [PDF]
BMC Med Res MethodolMarks-Anglin AK +4 more
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Private record linkage with linkage maps
SECURITY AND PRIVACY, 2022AbstractPrivate record linkage is an actively pursued research area to facilitate the linkage of database records under the constraints of regulations that do not allow linkage agents to learn sensitive identities of record owners. Recent works have shown that linkage using commutative ciphers, which were discarded earlier for efficiency concerns, can ...
Shreya Patel, Rinku Dewri
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2018 IEEE International Conference on Big Data (Big Data), 2018
We present a record linkage solution that scales to big data volumes and velocities. Our method trains a Siamese deep learning network to encode records so that matching can be done fast and distributed. Compared to the current state-of-the-art methods using similarity functions and blocking, our solution links 100x the data in roughly 60% the time ...
Luke Wolcott +2 more
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We present a record linkage solution that scales to big data volumes and velocities. Our method trains a Siamese deep learning network to encode records so that matching can be done fast and distributed. Compared to the current state-of-the-art methods using similarity functions and blocking, our solution links 100x the data in roughly 60% the time ...
Luke Wolcott +2 more
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Proceedings of the 2006 ACM SIGMOD international conference on Management of data, 2006
This tutorial provides a comprehensive and cohesive overview of the key research results in the area of record linkage methodologies and algorithms for identifying approximate duplicate records, and available tools for this purpose. It encompasses techniques introduced in several communities including databases, information retrieval, statistics and ...
Nick Koudas +2 more
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This tutorial provides a comprehensive and cohesive overview of the key research results in the area of record linkage methodologies and algorithms for identifying approximate duplicate records, and available tools for this purpose. It encompasses techniques introduced in several communities including databases, information retrieval, statistics and ...
Nick Koudas +2 more
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Methods of Information in Medicine, 1969
Die kurzgefaßte Ubersicht versucht die Vorstellung zu reditfertigen, daß es möglicb., ökonomisch und im öffentlichen Interesse sei, einem Teil der Fülle versctaiedenartigster medizinischer Informationen, die über jeden einzelnen Mensdien schriftlich niedergelegt sind, in einem einzigen Satz von stetig ergänzten Unterlagen für ganze Populationen ...
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Die kurzgefaßte Ubersicht versucht die Vorstellung zu reditfertigen, daß es möglicb., ökonomisch und im öffentlichen Interesse sei, einem Teil der Fülle versctaiedenartigster medizinischer Informationen, die über jeden einzelnen Mensdien schriftlich niedergelegt sind, in einem einzigen Satz von stetig ergänzten Unterlagen für ganze Populationen ...
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WIREs Computational Statistics, 2010
AbstractThis article describes methods for matching duplicates within or across files using non‐unique identifiers such as first name, last name, date of birth, address, and other characteristics. Copyright © 2010 John Wiley & Sons, Inc.This article is categorized under:Statistical and Graphical Methods of Data Analysis > Data Reduction ...
Thomas H. Herzog +2 more
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AbstractThis article describes methods for matching duplicates within or across files using non‐unique identifiers such as first name, last name, date of birth, address, and other characteristics. Copyright © 2010 John Wiley & Sons, Inc.This article is categorized under:Statistical and Graphical Methods of Data Analysis > Data Reduction ...
Thomas H. Herzog +2 more
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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 ...
Takahito Kaiho +3 more
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