Results 221 to 230 of about 4,421,282 (281)
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Journal of the American Statistical Association, 1969
Abstract A mathematical model is developed to provide a theoretical framework for a computer-oriented solution to the problem of recognizing those records in two files which represent identical persons, objects or events (said to be matched). A comparison is to be made between the recorded characteristics and values in two records (one from each file ...
I. Fellegi, A. Sunter
semanticscholar +3 more sources
Abstract A mathematical model is developed to provide a theoretical framework for a computer-oriented solution to the problem of recognizing those records in two files which represent identical persons, objects or events (said to be matched). A comparison is to be made between the recorded characteristics and values in two records (one from each file ...
I. Fellegi, A. Sunter
semanticscholar +3 more sources
Modern Privacy-Preserving Record Linkage Techniques: An Overview
IEEE Transactions on Information Forensics and Security, 2021Record linkage is the challenging task of deciding which records, coming from disparate data sources, refer to the same entity. Established back in 1946 by Halbert L.
A. Gkoulalas-Divanis +3 more
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A Graph Matching Attack on Privacy-Preserving Record Linkage
International Conference on Information and Knowledge Management, 2020To facilitate advanced analytics, data science projects increasingly require records about individuals to be linked across databases. Generally no unique entity identifiers are available in the databases to be linked, and therefore quasi-identifiers such
Anushka Vidanage +3 more
semanticscholar +1 more source
Securing Bloom Filters for Privacy-preserving Record Linkage
International Conference on Information and Knowledge Management, 2020Privacy-preserving record linkage (PPRL) facilitates the matching of records that correspond to the same real-world entities across different databases while preserving the privacy of the individuals in these databases.
Thilina Ranbaduge, R. Schnell
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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 ...
Fritz J. Scheuren +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 ...
Fritz J. Scheuren +2 more
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Record Linkage and Counterterrorism
CHANCE, 2004•••• •••••• •• • •• •••• Record linkage is the process of combining information about individuals or entities across databases. In order to conduct a statistical analysis, one often has to combine information on people or units from various sources. Considering the possibilityof terrorist threats, record linkage takes on additional significanceit might
Michael D. Larsen, Shanti Gomatam
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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 ...
Prasad Saripalli +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 ...
Prasad Saripalli +2 more
openaire +2 more sources
Male factor infertility and risk of death: a nationwide record-linkage study.
Human Reproduction, 2019STUDY QUESTION What is the risk of death among men with oligospermia, unspecified male factor and azoospermia in the years following fertility treatment?
C. Glazer +9 more
semanticscholar +1 more source