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    Chapter and Conference Paper

    Ordered Data Set Vectorization for Linear Regression on Data Privacy

    Many situations demand from publishing data without revealing the confidential information in it. Among several data protection methods proposed in the literature, those based on linear regression are widely u...

    Pau Medrano-Gracia, Jordi Pont-Tuset in Modeling Decisions for Artificial Intellig… (2007)

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    Chapter and Conference Paper

    Improving Microaggregation for Complex Record Anonymization

    Microaggregation is one of the most commonly employed microdata protection methods. This method builds clusters of at least k original records and replaces the records in each cluster with the centroid of the clu...

    Jordi Pont-Tuset, Jordi Nin in Modeling Decisions for Artificial Intellig… (2008)