Concepedia

Data Quality Error Detection

Data Quality Error Detection is a systematic process within data quality management that identifies deviations from accuracy, completeness, consistency, and reliability standards in datasets through algorithmic, statistical, or rule-based methods to enable corrective actions.

32

Publications

1.5K

Citations

110

Authors

58

Institutions

Publications per year

2017–2026

12

Parents

Publications

32

NADEEF

Michele Dallachiesa, Amr Ebaid, Ahmed Eldawy et al. · 2013 · 306 citations

, , +16

Detecting data errors

Ziawasch Abedjan, Xu Chu, Dong Deng et al. · Proceedings of the VLDB Endowment · 2016 · 237 citations

, , +13

Combining quantitative and logical data cleaning

Nataliya Prokoshyna, Jaroslaw Szlichta, Fei Chiang et al. · Proceedings of the VLDB Endowment · 2015 · 104 citations

, , +15

Archived Intelligent Transportation System Data Quality: Preliminary Analyses of San Antonio TransGuide Data

Shawn Turner, Luke Albert, Byron Gajewski et al. · Transportation Research Record Journal of the Transportation Research Board · 2000 · 76 citations

, , +16

Discovery of complex glitch patterns: A novel approach to Quantitative Data Cleaning

Laure Berti‐Équille, Tamraparni Dasu, Divesh Srivastava · 2011 · 63 citations

, , +13

1–5 of 32

Authors

110

  1. IF
    Ihab F. Ilyas

    University of Waterloo, Canada

    5 publications · 682 citations

    5

    h-index

  2. MO
    Mourad Ouzzani

    Purdue University West Lafayette, United States

    4 publications · 642 citations

    4

    h-index

  3. NT
    Nan Tang

    Tsinghua University, China

    3 publications · 589 citations

    3

    h-index

  4. DS
    Divesh Srivastava

    AT&T (United States), United States

    2 publications · 167 citations

    2

    h-index

  5. AK
    Ahmed K. Elmagarmid

    Purdue University West Lafayette, United States

    2 publications · 352 citations

    2

    h-index

1–5 of 110

Institutions

58

  1. University of Waterloo

    Waterloo, Canada

    3 h-index

    6 publications

    660 citations

  2. University of Arkansas at Little Rock

    Little Rock, United States

    2 h-index

    6 publications

    195 citations

  3. AT&T (United States)

    Bedminster, United States

    2 h-index

    3 publications

    230 citations

  4. Qatar University

    Doha, Qatar

    1 h-index

    1 publications

    46 citations

  5. University of Edinburgh

    Edinburgh, United Kingdom

    1 h-index

    1 publications

    40 citations

  6. University of Copenhagen

    Copenhagen, Denmark

    1 h-index

    2 publications

    62 citations

  7. Technische Universität Darmstadt

    Darmstadt, Germany

    1 h-index

    1 publications

    12 citations

  8. Center for Assessment

    Dover, United States

    1 h-index

    1 publications

    24 citations

1–8 of 58

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 5 publications · 467 citations

    5

    h-index

  2. Water Science & Technology

    2 publications · 38 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 79 citations

    2

    h-index

  4. American journal of environmental engineering

    AJEE · 1 publications · 11 citations

    1

    h-index

  5. Semantic Web

    1 publications · 33 citations

    1

    h-index

1–5