Concepedia

Data Distribution Analysis

Data Distribution Analysis is a method within the field of data profiling that characterizes the frequency, spread, and central tendencies of attribute values in a dataset to assess its structure and quality.

660

Publications

40.8K

Citations

2.2K

Authors

854

Institutions

Publications per year

2017–2026

286

Parents

Publications

660

Estimating Optimal Transformations for Multiple Regression and Correlation

Leo Breiman, Jerome H. Friedman · Journal of the American Statistical Association · 1985 · 1.6K citations

, , +15

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data

Micah Sheller, Brandon Edwards, G. Anthony Reina et al. · Scientific Reports · 2020 · 1.4K citations · Full text

, , +14

Parallel and distributed simulation systems

R.M. Fujimoto · Proceeding of the 2001 Winter Simulation Conference (Cat. No.01CH37304) · 2002 · 1.3K citations

, , +17

A Technique for Maximizing Details in Numerical Weather Map Analysis

Stanley L. Barnes · Journal of applied meteorology · 1964 · 1.1K citations · Full text

, , +11

powerlaw: A Python Package for Analysis of Heavy-Tailed Distributions

Jeff Alstott, Edward T. Bullmore, Dietmar Plenz · PLoS ONE · 2014 · 1.1K citations · Full text

, , +12

1–5 of 660

Authors

2.2K

  1. NK
    Nick Koudas

    University of Toronto, Canada

    7 publications · 734 citations

    7

    h-index

  2. JL
    Jie Lü

    University of Technology Sydney, Australia

    6 publications · 343 citations

    6

    h-index

  3. GZ
    Guangquan Zhang

    University of Technology Sydney, Australia

    6 publications · 343 citations

    6

    h-index

  4. DS
    Divesh Srivastava

    AT&T (United States), United States

    5 publications · 1.2K citations

    5

    h-index

  5. GC
    Graham Cormode

    AT&T (United States), United States

    5 publications · 1.2K citations

    5

    h-index

1–5 of 2.2K

Institutions

854

  1. Tsinghua University

    Beijing, China

    12 h-index

    34 publications

    1.4K citations

  2. University of Technology Sydney

    Sydney, Australia

    12 h-index

    36 publications

    2.2K citations

  3. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    23 publications

    759 citations

  4. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    10 h-index

    12 publications

    433 citations

  5. National University of Singapore

    Singapore, Singapore

    8 h-index

    23 publications

    3.8K citations

  6. University of California, Berkeley

    Berkeley, United States

    8 h-index

    13 publications

    2.6K citations

  7. Rutgers, The State University of New Jersey

    New Brunswick, United States

    8 h-index

    9 publications

    389 citations

  8. AT&T (United States)

    Bedminster, United States

    8 h-index

    13 publications

    2.7K citations

1–8 of 854

Venues

  1. arXiv (Cornell University)

    Repository · 36 publications · 2K citations

    20

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 12 publications · 1K citations

    11

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 346 citations

    9

    h-index

  4. PubMed

    Repository · 8 publications · 389 citations

    8

    h-index

  5. ACM SIGMOD Record

    7 publications · 380 citations

    7

    h-index

1–5