Results 241 to 250 of about 3,114,481 (288)
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Choquet integral for record linkage
Annals of Operations Research, 2011Record linkage is used in data privacy to evaluate the disclosure risk of protected data. It models potential attacks, where an intruder attempts to link records from the protected data to the original data. In this paper we introduce a novel distance based record linkage, which uses the Choquet integral to compute the distance between records.
Vicenç Torra +2 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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An Operational Approach to Record Linkage
Methods of Information in Medicine, 1983An operational approach to computerized record linkage has been developed based on the concept of probability of chance match in two groups of records brought together for comparison. Tolerance levels can be readily derived from these records for decision-making in accepting or rejecting a linked pair. This approach is especially suitable for iteration
M P, Mi, J T, Kagawa, M E, Earle
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