Concepedia

Aggregation Function Selection

Aggregation Function Selection is the process of determining the most appropriate mathematical or statistical operation to combine multiple data values into a summarized form, distinguished by its focus on optimizing the choice of aggregation function based on data characteristics, analytical objectives, and computational constraints within a given analytical or modeling context.

52

Publications

2.6K

Citations

114

Authors

82

Institutions

Publications per year

2017–2026

19

Parents

Publications

52

Improving Variational Quantum Optimization using CVaR

Quantum · 2020 · 219 citations · Full text

, , +17

Aggregation functions based on penalties

Tomasa Calvo, Gleb Beliakov · Fuzzy Sets and Systems · 2009 · 178 citations

, , +6

On Sugeno integral as an aggregation function

Jean‐Luc Marichal · Fuzzy Sets and Systems · 2000 · 177 citations · Full text

, , +6

CF -integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems

Giancarlo Lucca, José Sanz, Graçaliz Pereira Dimuro et al. · Information Sciences · 2017 · 162 citations

, , +14

Aggregation functions: Construction methods, conjunctive, disjunctive and mixed classes

Michel Grabisch, Jean‐Luc Marichal, Radko Mesiar et al. · Information Sciences · 2010 · 156 citations · Full text

, , +9

1–5 of 52

Authors

114

  1. RM
    Radko Mesiar

    Slovak University of Technology in Bratislava, Slovakia

    6 publications · 444 citations

    6

    h-index

  2. GB
    Gleb Beliakov

    Deakin University, Australia

    5 publications · 389 citations

    5

    h-index

  3. HB
    Humberto Bustince

    Universidad Pública de Navarra (UPNA), Spain

    4 publications · 249 citations

    4

    h-index

  4. JM
    Jean‐Luc Marichal

    University of Luxembourg, Luxembourg

    3 publications · 361 citations

    3

    h-index

  5. MJ
    Michael J. Scott

    University of Illinois Chicago, United States

    2 publications · 138 citations

    2

    h-index

1–5 of 114

Institutions

82

  1. Slovak University of Technology in Bratislava

    Bratislava, Slovakia

    7 h-index

    10 publications

    521 citations

  2. Deakin University

    Burwood, Australia

    6 h-index

    7 publications

    482 citations

  3. Universidad Pública de Navarra (UPNA)

    Pamplona, Spain

    4 h-index

    11 publications

    830 citations

  4. Indian Institute of Technology Delhi

    New Delhi, India

    4 h-index

    10 publications

    392 citations

  5. Czech Academy of Sciences, Institute of Information Theory and Automation

    Prague, Czechia

    3 h-index

    3 publications

    242 citations

  6. Universidade Federal do Rio Grande

    Rio Grande, Brazil

    2 h-index

    2 publications

    224 citations

  7. California Institute of Technology

    Pasadena, United States

    2 h-index

    4 publications

    276 citations

  8. Universidade Federal do Rio Grande do Norte

    Natal, Brazil

    2 h-index

    2 publications

    224 citations

1–8 of 82

Venues

  1. Fuzzy Sets and Systems

    16 publications · 889 citations

    14

    h-index

  2. Information Sciences

    3 publications · 357 citations

    3

    h-index

  3. Decision Support Systems

    2 publications · 190 citations

    2

    h-index

  4. Journal of Mathematical Psychology

    1 publications · 28 citations

    1

    h-index

  5. Signal Processing

    1 publications · 16 citations

    1

    h-index

1–5