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Using genetic algorithms for attribute grouping in multivariate microaggregation

Using genetic algorithms for attribute grouping in multivariate microaggregation

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_csuc_recercat_oai_recercat_cat_2072_243612

Using genetic algorithms for attribute grouping in multivariate microaggregation

About this item

Full title

Using genetic algorithms for attribute grouping in multivariate microaggregation

Publisher

London, England: SAGE Publications

Journal title

Intelligent data analysis, 2014-01, Vol.18 (5), p.819-836

Language

English

Formats

Publication information

Publisher

London, England: SAGE Publications

More information

Scope and Contents

Contents

Anonymization techniques that provide k-anonymity suffer from loss of quality when data dimensionality is high. Microaggregation techniques are not an exception. Given a set of records, attributes are grouped into non-intersecting subsets and microaggregated independently. While this improves quality by reducing the loss of information, it usually...

Alternative Titles

Full title

Using genetic algorithms for attribute grouping in multivariate microaggregation

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_csuc_recercat_oai_recercat_cat_2072_243612

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_csuc_recercat_oai_recercat_cat_2072_243612

Other Identifiers

ISSN

1088-467X

E-ISSN

1571-4128

DOI

10.3233/IDA-140670

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