Concepedia

Data Resampling

Data Resampling is a data transformation technique that involves systematically重新selecting or modifying the instances within a dataset to alter its distribution, typically to address class imbalance or to improve model robustness through repeated sampling with or without replacement.

637

Publications

44.6K

Citations

1.9K

Authors

831

Institutions

Publications per year

2017–2026

283

Parents

Publications

637

Reshaping Data with the<b>reshape</b>Package

Hadley Wickham · Journal of Statistical Software · 2007 · 2.9K citations · Full text

, , +14

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

Sukarna Barua, Md. Monirul Islam, Xin Yao et al. · IEEE Transactions on Knowledge and Data Engineering · 2012 · 1.1K citations

, , +14

A Multiple Resampling Method for Learning from Imbalanced Data Sets

Andrew Estabrooks, Taeho Jo, Nathalie Japkowicz · Computational Intelligence · 2004 · 1K citations · Full text

, , +17

Segmentation of brain electrical activity into microstates: model estimation and validation

Roberto D. Pascual‐Marqui, Christoph M. Michel, Dietrich Lehmann · IEEE Transactions on Biomedical Engineering · 1995 · 1K citations

, , +14

Resampling-Based Multiple Testing: Examples and Methods for p-Value Adjustment

Yogendra P. Chaubey, Peter H. Westfall, Stefano Young · Technometrics · 1993 · 941 citations

, , +14

1–5 of 637

Authors

1.9K

  1. PM
    Petar M. Djurić

    Stony Brook University, United States

    5 publications · 264 citations

    5

    h-index

  2. PB
    P.M.T. Broersen

    Delft University of Technology, Netherlands

    5 publications · 83 citations

    5

    h-index

  3. PB
    Paula Branco

    University of Ottawa, Canada

    3 publications · 243 citations

    4

    h-index

  4. MV
    Mark V. Pauly

    University of Pennsylvania, United States

    4 publications · 888 citations

    4

    h-index

  5. MB
    Michael Beetz

    Technical University of Munich, Germany

    3 publications · 286 citations

    4

    h-index

1–5 of 1.9K

Institutions

831

  1. Northwestern Polytechnical University

    Xi'an, China

    9 h-index

    18 publications

    703 citations

  2. University of Michigan

    Ann Arbor, United States

    8 h-index

    21 publications

    1.7K citations

  3. Delft University of Technology

    Delft, The Netherlands

    7 h-index

    10 publications

    179 citations

  4. Harvard University

    Cambridge, United States

    7 h-index

    9 publications

    783 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    15 publications

    688 citations

  6. University of Oxford

    Oxford, United Kingdom

    6 h-index

    19 publications

    2.1K citations

  7. ETH Zurich

    Zurich, Switzerland

    6 h-index

    14 publications

    2.6K citations

  8. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    25 publications

    734 citations

1–8 of 831

Venues

  1. IEEE Access

    18 publications · 1.4K citations

    15

    h-index

  2. arXiv (Cornell University)

    Repository · 10 publications · 461 citations

    10

    h-index

  3. Expert Systems with Applications

    7 publications · 290 citations

    8

    h-index

  4. PLoS ONE

    8 publications · 241 citations

    8

    h-index

  5. Knowledge-Based Systems

    8 publications · 591 citations

    8

    h-index

1–5