Concepedia

Aggregation Robustness

Aggregation Robustness is a property of aggregation metrics that characterizes their ability to maintain consistent and reliable performance under variations or perturbations in input data, model assumptions, or compositional structures.

29

Publications

1.9K

Citations

81

Authors

40

Institutions

Publications per year

2017–2026

7

Parents

Publications

29

Superlative Index Numbers and Consistency in Aggregation

Walter Diewert · Econometrica · 1978 · 509 citations

, , +8

An aggregation/disaggregation approach to obtain robust conclusions with ELECTRE TRI

Vincent Mousseau, José Rui Figueira, João Clı́maco · European Journal of Operational Research · 2002 · 244 citations · Full text

, , +11

Developing robust non-linear models through bootstrap aggregated neural networks

Jie Zhang · Neurocomputing · 1999 · 144 citations

, , +13

Robustness and sensitivity of weighting and aggregation in constructing composite indices

Melissa J. Dobbie, D. B. Dail · Ecological Indicators · 2013 · 137 citations

, , +8

Robust Analysis of Aggregation Error

Robert H. Gardner, William G. Cale, R. V. O’Neill · Ecology · 1982 · 135 citations

, , +10

1–5 of 29

Authors

81

  1. SG
    Stephan Günnemann

    Technical University of Munich, Germany

    2 publications · 35 citations

    2

    h-index

  2. DZ
    Daniel Zügner

    Technical University of Munich, Germany

    2 publications · 35 citations

    2

    h-index

  3. SG
    Simon Geisler

    Innsbruck Medical University, Austria

    2 publications · 35 citations

    2

    h-index

  4. GP
    Giovanni Puccetti

    University of Milan, Italy

    1 publications · 48 citations

    1

    h-index

  5. AC
    Alexis C. Wood

    Children's Nutrition Research Center at Baylor College of Medicine, United States

    1 publications · 23 citations

    1

    h-index

1–5 of 81

Institutions

40

  1. Technical University of Munich

    Munich, Germany

    2 h-index

    3 publications

    46 citations

  2. Swiss Finance Institute

    Zurich, Switzerland

    1 h-index

    1 publications

    48 citations

  3. Battelle

    Geneva, Switzerland

    1 h-index

    4 publications

    52 citations

  4. Oregon State University

    Corvallis, United States

    1 h-index

    1 publications

    137 citations

  5. Deakin University

    Burwood, Australia

    1 h-index

    2 publications

    42 citations

  6. Institute of Physics

    London, United Kingdom

    1 h-index

    1 publications

    23 citations

  7. Harvard University Press

    Cambridge, United States

    1 h-index

    1 publications

    89 citations

  8. Hebrew University of Jerusalem

    Jerusalem, Israel

    1 h-index

    2 publications

    52 citations

1–8 of 40

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 40 citations

    2

    h-index

  2. Infoscience (Ecole Polytechnique Fédérale de Lausanne)

    Repository · 1 publications · 51 citations

    1

    h-index

  3. EURASIP Journal on Information Security

    1 publications · 13 citations

    1

    h-index

  4. Journal of Computer and System Sciences

    1 publications · 44 citations

    1

    h-index

  5. Journal of Banking & Finance

    1 publications · 48 citations

    1

    h-index

1–5