Concepedia

Quantile Aggregation

Quantile Aggregation is a statistical method that computes specific percentiles or quantiles from a dataset to summarize or analyze the distribution of aggregated values, distinguishing it from other aggregation techniques by focusing on positional measures rather than central tendencies or totals.

19

Publications

725

Citations

57

Authors

51

Institutions

Publications per year

2017–2026

8

Parents

Publications

19

Approximate aggregation for tracking quantiles and range countings in wireless sensor networks

Zaobo He, Zhipeng Cai, Siyao Cheng et al. · Theoretical Computer Science · 2015 · 155 citations

, , +14

Approximate Holistic Aggregation in Wireless Sensor Networks

Li Ji, Siyao Cheng, Zhipeng Cai et al. · ACM Transactions on Sensor Networks · 2017 · 100 citations

, , +16

Median Aggregation of Distribution Functions

Stephen C. Hora, Benjamin R. Fransen, Natasha Hawkins et al. · Decision Analysis · 2013 · 61 citations

, , +16

Moment-based quantile sketches for efficient high cardinality aggregation queries

Edward Gan, Jialin Ding, Kai Sheng Tai et al. · Proceedings of the VLDB Endowment · 2018 · 53 citations

, , +15

A Quantile Composite-Indicator Approach for the Measurement of Equitable and Sustainable Well-Being: A Case Study of the Italian Provinces

Cristina Davino, Pasquale Dolce, Stefania Taralli et al. · Social Indicators Research · 2016 · 45 citations

, , +15

1–5 of 19

Authors

57

  1. SC
    Siyao Cheng

    Harbin Institute of Technology, China

    3 publications · 271 citations

    3

    h-index

  2. ZC
    Zhipeng Cai

    Georgia State University, United States

    3 publications · 271 citations

    3

    h-index

  3. YL
    Yingshu Li

    Georgia State University, United States

    2 publications · 116 citations

    2

    h-index

  4. JY
    Jiguo Yu

    Qufu Normal University, China

    1 publications · 100 citations

    1

    h-index

  5. PB
    Peter Bailis

    Stanford University, United States

    1 publications · 53 citations

    1

    h-index

1–5 of 57

Institutions

51

  1. Harbin Institute of Technology

    Harbin, China

    3 h-index

    3 publications

    271 citations

  2. Georgia State University

    Atlanta, United States

    3 h-index

    8 publications

    658 citations

  3. Institute of Geophysics Polish Academy of Sciences

    Warsaw, Poland

    1 h-index

    3 publications

    42 citations

  4. Centre de Recherche en Économie Appliquée pour le Développement

    Algiers, Algeria

    1 h-index

    2 publications

    64 citations

  5. Delft University of Technology

    Delft, The Netherlands

    1 h-index

    1 publications

    28 citations

  6. Heilongjiang University

    Harbin, China

    1 h-index

    1 publications

    16 citations

  7. Bank of Italy

    Rome, Italy

    1 h-index

    1 publications

    12 citations

  8. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    1 publications

    12 citations

1–8 of 51

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 70 citations

    2

    h-index

  2. ACM Transactions on Sensor Networks

    1 publications · 100 citations

    1

    h-index

  3. Journal of Environmental Management

    1 publications · 22 citations

    1

    h-index

  4. Water

    1 publications · 14 citations

    1

    h-index

  5. The VLDB Journal

    1 publications · 43 citations

    1

    h-index

1–5