Concepedia

Microaggregation

Microaggregation is a data anonymization technique that partitions a dataset into small, homogeneous groups of at least k records and replaces individual values within each group with the group’s aggregate value to protect privacy while preserving statistical utility.

96

Publications

4.5K

Citations

165

Authors

85

Institutions

Publications per year

2017–2026

17

Parents

Publications

96

Practical data-oriented microaggregation for statistical disclosure control

Josep M. Mateo‐Sanz · IEEE Transactions on Knowledge and Data Engineering · 2002 · 579 citations

, , +16

Ordinal, Continuous and Heterogeneous k-Anonymity Through Microaggregation

Josep Domingo‐Ferrer, Vicenç Torra · Data Mining and Knowledge Discovery · 2005 · 427 citations

, , +11

Minimum spanning tree partitioning algorithm for microaggregation

Michael Laszlo, Sumitra Mukherjee · IEEE Transactions on Knowledge and Data Engineering · 2005 · 222 citations

, , +12

On the complexity of optimal microaggregation for statistical disclosure control

Anna Oganian, Josep Domingo‐Ferrer · Statistical Journal of the United Nations Economic Commission for Europe · 2001 · 192 citations

, , +15

Efficient multivariate data-oriented microaggregation

Josep Domingo‐Ferrer, Antoni Martínez-Ballesté, Josep M. Mateo‐Sanz et al. · The VLDB Journal · 2006 · 148 citations

, , +10

1–5 of 96

Authors

165

  1. JD
    Josep Domingo‐Ferrer

    Universitat Rovira i Virgili, Spain

    17 publications · 1.4K citations

    15

    h-index

  2. VT
    Vicenç Torra

    Artificial Intelligence Research Institute, Spain

    12 publications · 656 citations

    11

    h-index

  3. AS
    Agustí Solanas

    Universitat Rovira i Virgili, Spain

    8 publications · 273 citations

    9

    h-index

  4. AM
    Antoni Martínez-Ballesté

    Universitat Rovira i Virgili, Spain

    6 publications · 256 citations

    7

    h-index

  5. JF
    Jordi Forné

    Universitat Politècnica de Catalunya, Spain

    7 publications · 128 citations

    7

    h-index

1–5 of 165

Institutions

85

  1. Universitat Rovira i Virgili

    Tarragona, Spain

    21 h-index

    86 publications

    5.8K citations

  2. Universitat Politècnica de Catalunya

    Barcelona, Spain

    9 h-index

    31 publications

    565 citations

  3. Artificial Intelligence Research Institute

    Cerdanyola del Vallès, Spain

    7 h-index

    13 publications

    772 citations

  4. Consejo Superior de Investigaciones Científicas

    Madrid, Spain

    5 h-index

    10 publications

    291 citations

  5. Centre Tecnologic de Telecomunicacions de Catalunya

    Barcelona, Spain

    4 h-index

    4 publications

    75 citations

  6. University of Southern Queensland

    Toowoomba, Australia

    4 h-index

    7 publications

    159 citations

  7. Nova Southeastern University

    Fort Lauderdale, United States

    3 h-index

    5 publications

    601 citations

  8. National Polytechnic School

    Quito, Ecuador

    3 h-index

    6 publications

    106 citations

1–8 of 85

Venues

  1. Information Sciences

    7 publications · 247 citations

    7

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 6 publications · 1.1K citations

    6

    h-index

  3. 3

    h-index

  4. Expert Systems with Applications

    3 publications · 86 citations

    3

    h-index

  5. Information Fusion

    2 publications · 64 citations

    2

    h-index

1–5