Concepedia

Probabilistic Annotation Models

Probabilistic Annotation Models is a computational framework in functional annotation integration that uses probabilistic methods to quantify uncertainty and infer the most likely functional labels for biological entities by modeling the annotation process as a stochastic phenomenon.

56

Publications

4.7K

Citations

178

Authors

79

Institutions

Publications per year

2017–2026

13

Parents

Publications

56

Repetitive Elements May Comprise Over Two-Thirds of the Human Genome

A. P. Jason de Koning, Wanjun Gu, Todd A. Castoe et al. · PLoS Genetics · 2011 · 1.1K citations · Full text

, , +10

Learning From Crowds

Vikas C. Raykar, Shipeng Yu, Linda Zhao et al. · Journal of Machine Learning Research · 2010 · 1K citations

, , +13

Eliminating spammers and ranking annotators for crowdsourced labeling tasks

2012 · 277 citations

, , +11

Modeling annotator expertise: Learning when everybody knows a bit of something

Yan Yan, Rómer Rosales, Glenn Fung et al. · International Conference on Artificial Intelligence and Statistics · 2010 · 188 citations

, , +12

Perspectives on crowdsourcing annotations for natural language processing

Aobo Wang, Cong Duy Vu Hoang, Min‐Yen Kan · Language Resources and Evaluation · 2012 · 130 citations

, , +11

1–5 of 56

Authors

178

  1. YY
    Yan Yan

    University of Chinese Academy of Sciences, China

    3 publications · 224 citations

    3

    h-index

  2. JD
    Jennifer Dy

    Northeastern University, United States

    3 publications · 224 citations

    3

    h-index

  3. RR
    Rómer Rosales

    LinkedIn (United States), United States

    3 publications · 224 citations

    3

    h-index

  4. GF
    Glenn Fung

    University of Wisconsin–Madison, United States

    3 publications · 224 citations

    3

    h-index

  5. RB
    Rainer Breitling

    University of Groningen, Netherlands

    2 publications · 94 citations

    2

    h-index

1–5 of 178

Institutions

79

  1. Columbia University

    New York, United States

    3 h-index

    6 publications

    261 citations

  2. Northeastern University

    Boston, United States

    3 h-index

    6 publications

    448 citations

  3. Institute for Systems Biology

    Seattle, United States

    3 h-index

    15 publications

    562 citations

  4. University of Glasgow

    Glasgow, United Kingdom

    2 h-index

    7 publications

    449 citations

  5. Singapore-MIT Alliance for Research and Technology

    Singapore, Singapore

    2 h-index

    2 publications

    205 citations

  6. Johns Hopkins University

    Baltimore, United States

    2 h-index

    5 publications

    367 citations

  7. University of Coimbra

    Coimbra, Portugal

    2 h-index

    4 publications

    410 citations

  8. IBM (United States)

    Armonk, United States

    2 h-index

    4 publications

    324 citations

1–8 of 79

Venues

  1. BMC Bioinformatics

    3 publications · 60 citations

    3

    h-index

  2. Bioinformatics

    3 publications · 142 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 35 citations

    2

    h-index

  4. 1

    h-index

  5. Neurocomputing

    1 publications · 35 citations

    1

    h-index

1–5