Concepedia

Data Labeling

Data Labeling is the process of assigning meaningful categorical or descriptive tags to raw data instances in order to transform them into annotated datasets suitable for supervised machine learning.

208

Publications

20.1K

Citations

756

Authors

284

Institutions

Publications per year

2017–2026

154

Parents

Publications

208

Combining labeled and unlabeled data with co-training

Avrim Blum, Tom M. Mitchell · 1998 · 5.6K citations · Full text

, , +6

A brief introduction to weakly supervised learning

Zhi‐Hua Zhou · National Science Review · 2017 · 1.9K citations · Full text

, , +9

Get another label? improving data quality and data mining using multiple, noisy labelers

Victor S. Sheng, Foster Provost, Panagiotis G. Ipeirotis · 2008 · 1.1K citations

, , +11

SLEAP: A deep learning system for multi-animal pose tracking

Talmo Pereira, Nathaniel Tabris, Arie Matsliah et al. · Nature Methods · 2022 · 904 citations · Full text

, , +17

A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective

Yuji Roh, Geon Heo, Steven Euijong Whang · IEEE Transactions on Knowledge and Data Engineering · 2019 · 879 citations

, , +16

1–5 of 208

Authors

756

  1. JW
    Jiannan Wang

    Tsinghua University, China

    3 publications · 96 citations

    3

    h-index

  2. CR
    Christopher Ré

    Stanford University, United States

    3 publications · 793 citations

    3

    h-index

  3. AM
    Andrew McCallum

    University of Massachusetts Amherst, United States

    3 publications · 132 citations

    3

    h-index

  4. HC
    Hung-Leng Chen

    National Taiwan University, Taiwan

    3 publications · 125 citations

    3

    h-index

  5. HR
    Henry R. Ehrenberg

    Stanford University, United States

    3 publications · 864 citations

    3

    h-index

1–5 of 756

Institutions

284

  1. New York University

    New York, United States

    7 h-index

    17 publications

    6.6K citations

  2. University of Washington

    Seattle, United States

    6 h-index

    15 publications

    500 citations

  3. Stanford University

    Stanford, United States

    6 h-index

    26 publications

    6K citations

  4. Microsoft (United States)

    Redmond, United States

    5 h-index

    26 publications

    1.6K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    15 publications

    11.6K citations

  6. Simon Fraser University

    Burnaby, Canada

    4 h-index

    7 publications

    231 citations

  7. National Taiwan University

    Taipei, Taiwan

    4 h-index

    14 publications

    600 citations

  8. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    4 publications

    180 citations

1–8 of 284

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 465 citations

    11

    h-index

  2. IEEE Access

    10 publications · 320 citations

    11

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 1K citations

    4

    h-index

  4. Sensors

    4 publications · 147 citations

    4

    h-index

  5. Applied Sciences

    3 publications · 80 citations

    3

    h-index

1–5