Concepedia

Data Binning

Data Binning is a data preprocessing technique that partitions continuous or discrete data values into a finite set of contiguous intervals or categories, known as bins, to reduce noise, enhance interpretation, and facilitate subsequent analysis.

129

Publications

12.1K

Citations

383

Authors

204

Institutions

Publications per year

2017–2026

41

Variants

Data Bucketing

Parents

Publications

129

MetaWRAP—a flexible pipeline for genome-resolved metagenomic data analysis

Gherman Uritskiy, Jocelyne DiRuggiero, James Taylor · Microbiome · 2018 · 2.7K citations · Full text

, , +17

On optimal and data-based histograms

David W. Scott · Biometrika · 1979 · 1.7K citations

, , +15

Integral histogram: a fast way to extract histograms in Cartesian spaces

Fatih Porikli · 2005 · 701 citations

, , +10

Optimal Data-Driven Regression Discontinuity Plots

Sebastián Calónico, Matias D. Cattaneo, Rocío Titiunik · Journal of the American Statistical Association · 2015 · 467 citations

, , +9

Deciphering the mobility and bacterial hosts of antibiotic resistance genes under antibiotic selection pressure by metagenomic assembly and binning approaches

Renxin Zhao, Ke Yu, Jiayu Zhang et al. · Water Research · 2020 · 364 citations

, , +17

1–5 of 129

Authors

383

  1. MD
    Matias D. Cattaneo

    University of Michigan, United States

    5 publications · 688 citations

    5

    h-index

  2. YF
    Yingjie Feng

    Princeton University, United States

    4 publications · 221 citations

    4

    h-index

  3. RK
    Richard K. Crump

    Federal Reserve Bank of New York, United States

    4 publications · 221 citations

    4

    h-index

  4. MH
    Max H. Farrell

    University of Chicago, United States

    3 publications · 167 citations

    3

    h-index

  5. EK
    Ergina Kavallieratou

    University of the Aegean, Greece

    3 publications · 143 citations

    3

    h-index

1–5 of 383

Institutions

204

  1. Stanford University

    Stanford, United States

    4 h-index

    9 publications

    635 citations

  2. Rice University

    Houston, United States

    3 h-index

    3 publications

    2K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    241 citations

  4. University of California, Santa Barbara

    Santa Barbara, United States

    3 h-index

    4 publications

    215 citations

  5. Princeton University

    Princeton, United States

    3 h-index

    5 publications

    246 citations

  6. University College London

    London, United Kingdom

    3 h-index

    7 publications

    153 citations

  7. Freie Universität Berlin

    Berlin, Germany

    2 h-index

    3 publications

    48 citations

  8. The Ohio State University

    Columbus, United States

    2 h-index

    5 publications

    257 citations

1–8 of 204

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 188 citations

    3

    h-index

  2. Cytometry

    3 publications · 291 citations

    3

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 3 publications · 159 citations

    3

    h-index

  4. PLoS ONE

    3 publications · 55 citations

    3

    h-index

  5. ESAIM Probability and Statistics

    2 publications · 174 citations

    2

    h-index

1–5