Concepedia

Sampling For Summarization

Sampling for Summarization is a data selection methodology that distinguishes itself by identifying and extracting a representative subset of data points from a larger dataset to facilitate efficient and accurate summarization, preserving critical information while reducing computational complexity.

21

Publications

1.9K

Citations

45

Authors

22

Institutions

Publications per year

2017–2026

4

Parents

Publications

21

Improved histograms for selectivity estimation of range predicates

Viswanath Poosala, Peter J. Haas, Yannis Ioannidis et al. · 1996 · 559 citations

, , +16

New sampling-based summary statistics for improving approximate query answers

Phillip B. Gibbons, Yossi Matias · 1998 · 455 citations · Full text

, , +15

Improved histograms for selectivity estimation of range predicates

Viswanath Poosala, Peter J. Haas, Yannis Ioannidis et al. · ACM SIGMOD Record · 1996 · 184 citations

, , +16

Density biased sampling

Christopher R. Palmer, Christos Faloutsos · ACM SIGMOD Record · 2000 · 137 citations

, , +17

Tighter estimation using bottom k sketches

Edith Cohen, Haim Kaplan · Proceedings of the VLDB Endowment · 2008 · 82 citations

, , +16

1–5 of 21

Authors

45

  1. EC
    Edith Cohen

    AT&T (United States), United States

    4 publications · 146 citations

    4

    h-index

  2. DS
    Damian Straszak

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 62 citations

    2

    h-index

  3. NK
    Nisheeth K. Vishnoi

    Yale University, United States

    2 publications · 62 citations

    2

    h-index

  4. PB
    Phillip B. Gibbons

    Carnegie Mellon University, United States

    2 publications · 526 citations

    2

    h-index

  5. BG
    Boris Glavic

    Illinois Institute of Technology, United States

    2 publications · 32 citations

    2

    h-index

1–5 of 45

Institutions

22

  1. AT&T (United States)

    Bedminster, United States

    5 h-index

    10 publications

    327 citations

  2. Tel Aviv University

    Tel Aviv, Israel

    4 h-index

    4 publications

    637 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    396 citations

  4. Arizona State University

    Tempe, United States

    2 h-index

    3 publications

    44 citations

  5. University of Illinois System

    Urbana, United States

    2 h-index

    2 publications

    32 citations

  6. IBM Research - Almaden

    San Jose, United States

    2 h-index

    3 publications

    383 citations

  7. Illinois Institute of Technology

    Chicago, United States

    2 h-index

    4 publications

    64 citations

  8. Twitter (United States)

    San Francisco, United States

    1 h-index

    1 publications

    82 citations

1–8 of 22

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 6 publications · 235 citations

    6

    h-index

  2. ACM SIGMOD Record

    3 publications · 392 citations

    3

    h-index

  3. 1

    h-index

  4. Data & Knowledge Engineering

    DKE · 1 publications · 26 citations

    1

    h-index

  5. International Conference on Machine Learning

    Conference · 1 publications · 32 citations

    1

    h-index

1–5