@inproceedings{7b96b5ea056b4b598d52ae64415d6e4a,
title = "New approach to the re-identification problem using neural networks",
abstract = "Schema and record matching are tools to integrate files or databases. Record linkage is one of the tools used to link those records that while belonging to different files correspond to the same individual. Standard record linkage methods are applied when the records of both files are described using the same variables. One of the non-standard record linkage methods corresponds to the case when files are not described using the same variables. In this paper we study record linkage for non common variables. In particular, we use a supervised approach based on neural networks. We use a neural network to find the relationships between variables. Then, we use these relationships to translate the information in the domain of one file into the domain of the other file.",
keywords = "Data mining, Database integration, Information fusion, Information privacy, Neural networks, Re-identification algorithms, Record linkage",
author = "J. Nin and Vicen{\c c} Torra",
year = "2006",
doi = "10.1007/11681960\_25",
language = "English",
isbn = "3540327800",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "251--261",
booktitle = "Modeling Decisions for Artificial Intelligence - Third International Conference, MDAI 2006, Proceedings",
note = "3rd International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2006 ; Conference date: 03-04-2006 Through 05-04-2006",
}