Concepedia

Probabilistic Data Matching

Probabilistic Data Matching is a data integration method that identifies and links records from disparate sources by estimating the likelihood of correspondence based on weighted similarities across multiple fields, using statistical models to distinguish true matches from random coincidences.

46

Publications

1.9K

Citations

179

Authors

100

Institutions

Publications per year

2017–2026

9

Variants

Probabilistic Record Linkage

Parents

Publications

46

Improving protein fold recognition and template-based modeling by employing probabilistic-based matching between predicted one-dimensional structural properties of query and corresponding native properties of templates

Yuedong Yang, Eshel Faraggi, Huiying Zhao et al. · Bioinformatics · 2011 · 334 citations

, , +17

Estimating retention in HIV care accounting for patient transfers: A national laboratory cohort study in South Africa

Matthew P. Fox, Jacob Bor, Alana T. Brennan et al. · PLoS Medicine · 2018 · 110 citations · Full text

, , +17

Pep2Path: Automated Mass Spectrometry-Guided Genome Mining of Peptidic Natural Products

Marnix H. Medema, Yared Paalvast, Don D. Nguyen et al. · PLoS Computational Biology · 2014 · 109 citations · Full text

, , +15

Record Linkage Using Stata: Preprocessing, Linking, and Reviewing Utilities

Nada Wasi, Aaron Flaaen · The Stata Journal Promoting communications on statistics and Stata · 2015 · 98 citations · Full text

, , +16

A Bayesian decision model for cost optimal record matching

Vassilios S. Verykios, George V. Moustakides, Mohamed Elfeky · The VLDB Journal · 2003 · 93 citations

, , +14

1–5 of 46

Authors

179

  1. SE
    Stephen E. Fienberg

    Carnegie Mellon University, United States

    2 publications · 44 citations

    2

    h-index

  2. RH
    Rob Hall

    Carnegie Mellon University, United States

    2 publications · 44 citations

    2

    h-index

  3. SM
    Sam M. Mbulaiteye

    National Cancer Institute, United States

    2 publications · 91 citations

    2

    h-index

  4. RC
    Rebecca C. Steorts

    Duke University, United States

    2 publications · 44 citations

    2

    h-index

  5. MA
    Matthew Armistead

    West Virginia University, United States

    1 publications · 18 citations

    1

    h-index

1–5 of 179

Institutions

100

  1. University of Oxford

    Oxford, United Kingdom

    2 h-index

    3 publications

    84 citations

  2. Indiana University – Purdue University Indianapolis

    Indianapolis, United States

    2 h-index

    6 publications

    1.4K citations

  3. Harvard University

    Cambridge, United States

    2 h-index

    6 publications

    254 citations

  4. The University of Sydney

    Sydney, Australia

    2 h-index

    5 publications

    150 citations

  5. University of Michigan

    Ann Arbor, United States

    2 h-index

    2 publications

    125 citations

  6. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    3 publications

    70 citations

  7. Indiana University School of Medicine

    Indianapolis, United States

    2 h-index

    6 publications

    1.4K citations

  8. National Cancer Institute

    Bethesda, United States

    2 h-index

    3 publications

    117 citations

1–8 of 100

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 56 citations

    3

    h-index

  2. RePEc: Research Papers in Economics

    Repository · 2 publications · 54 citations

    2

    h-index

  3. Methods of Information in Medicine

    2 publications · 44 citations

    2

    h-index

  4. Prehospital Emergency Care

    2 publications · 58 citations

    2

    h-index

  5. Cadernos de Saúde Pública

    CSP · 1 publications · 22 citations

    1

    h-index

1–5