Concepedia

Probabilistic Matching

Probabilistic Matching is a data integration method that belongs to the class of matching techniques and is distinguished by its use of statistical models to compute the likelihood of correspondences between records based on partial or uncertain attribute agreements.

215

Publications

15.1K

Citations

601

Authors

299

Institutions

Publications per year

2017–2026

32

Variants

Probabilistic Record Linkage

Parents

Publications

215

A Theory for Record Linkage

Ivan P. Fellegi, A. B. Sunter · Journal of the American Statistical Association · 1969 · 2.4K citations

, , +11

Matching with PROSAC — Progressive Sample Consensus

Ondřej Chum, Jiřı́ Matas · 2005 · 1.1K citations · Full text

, , +11

Probabilistic linkage of large public health data files

Matthew A. Jaro · Statistics in Medicine · 1995 · 787 citations

, , +16

To code, or not to code: lossy source-channel communication revisited

Michael Gastpar, Bixio Rimoldi, Martin Vetterli · IEEE Transactions on Information Theory · 2003 · 557 citations · Full text

, , +17

Efficient haplotype matching and storage using the positional Burrows–Wheeler transform (PBWT)

Richard Durbin · Bioinformatics · 2014 · 509 citations · Full text

, , +11

1–5 of 215

Authors

601

  1. ER
    Edwin R. Hancock

    University of York, United Kingdom

    7 publications · 658 citations

    7

    h-index

  2. RC
    Richard C. Wilson

    University of York, United Kingdom

    4 publications · 140 citations

    4

    h-index

  3. AP
    Alex Pentland

    Massachusetts Institute of Technology, United States

    4 publications · 334 citations

    4

    h-index

  4. HG
    Harvey Goldstein

    University of Bristol, United Kingdom

    3 publications · 137 citations

    3

    h-index

  5. KH
    Katie Harron

    University College London, United Kingdom

    3 publications · 137 citations

    3

    h-index

1–5 of 601

Institutions

299

  1. University of York

    York, United Kingdom

    7 h-index

    16 publications

    1.2K citations

  2. University of Maryland, College Park

    College Park, United States

    6 h-index

    11 publications

    340 citations

  3. University College London

    London, United Kingdom

    5 h-index

    12 publications

    593 citations

  4. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    6 publications

    119 citations

  5. University of California, Berkeley

    Berkeley, United States

    4 h-index

    9 publications

    2.5K citations

  6. University of California, Los Angeles

    Los Angeles, United States

    4 h-index

    6 publications

    264 citations

  7. University of Bristol

    Bristol, United Kingdom

    4 h-index

    9 publications

    827 citations

  8. University of Michigan

    Ann Arbor, United States

    3 h-index

    3 publications

    106 citations

1–8 of 299

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 11 publications · 1.3K citations

    11

    h-index

  2. Journal of the American Statistical Association

    5 publications · 2.8K citations

    5

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 47 citations

    3

    h-index

  4. PLoS ONE

    2 publications · 80 citations

    2

    h-index

  5. SPE Annual Technical Conference and Exhibition

    Conference · 2 publications · 89 citations

    2

    h-index

1–5