Concepedia

Data Quality Cleaning

Data Quality Cleaning is a methodological process within data management that systematically identifies, corrects, and eliminates inaccuracies, inconsistencies, and redundancies in datasets to ensure compliance with predefined quality standards.

269

Publications

13.6K

Citations

1.3K

Authors

530

Institutions

Publications per year

2017–2026

143

Parents

Publications

269

Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem

Mauricio A. Hernández, Salvatore J. Stolfo · Data Mining and Knowledge Discovery · 1998 · 813 citations

, , +16

Social media analytics: a survey of techniques, tools and platforms

Bogdan Batrinca, Philip Treleaven · AI & Society · 2014 · 692 citations · Full text

, , +12

Too Fast, too Straight, too Weird: Non-Reactive Indicators for Meaningless Data in Internet Surveys

Dominik J. Leiner · DOAJ (DOAJ: Directory of Open Access Journals) · 2018 · 466 citations · Full text

, , +17

Robust and efficient fuzzy match for online data cleaning

Surajit Chaudhuri, Kris Ganjam, Rajeev Motwani · 2003 · 457 citations

, , +15

An Integrated Pipeline for de Novo Assembly of Microbial Genomes

Andrew Tritt, Jonathan A. Eisen, Marc T. Facciotti et al. · PLoS ONE · 2012 · 446 citations · Full text

, , +12

1–5 of 269

Authors

1.3K

  1. IF
    Ihab F. Ilyas

    University of Waterloo, Canada

    7 publications · 1.2K citations

    7

    h-index

  2. MO
    Mourad Ouzzani

    Purdue University West Lafayette, United States

    5 publications · 793 citations

    5

    h-index

  3. NT
    Nan Tang

    Tsinghua University, China

    5 publications · 759 citations

    5

    h-index

  4. AK
    Ahmed K. Elmagarmid

    Purdue University West Lafayette, United States

    4 publications · 656 citations

    4

    h-index

  5. PP
    Paolo Papotti

    EURECOM, France

    4 publications · 760 citations

    4

    h-index

1–5 of 1.3K

Institutions

530

  1. Tsinghua University

    Beijing, China

    6 h-index

    16 publications

    852 citations

  2. University of Waterloo

    Waterloo, Canada

    5 h-index

    10 publications

    1.4K citations

  3. University College London

    London, United Kingdom

    4 h-index

    6 publications

    1.8K citations

  4. Harvard University

    Cambridge, United States

    4 h-index

    6 publications

    111 citations

  5. Columbia University

    New York, United States

    4 h-index

    17 publications

    1.3K citations

  6. Stanford University

    Stanford, United States

    4 h-index

    7 publications

    1.1K citations

  7. Linköping University

    Linköping, Sweden

    3 h-index

    4 publications

    219 citations

  8. University of Bari Aldo Moro

    Bari, Italy

    3 h-index

    4 publications

    212 citations

1–8 of 530

Venues

  1. PLoS ONE

    6 publications · 648 citations

    7

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 6 publications · 512 citations

    6

    h-index

  3. arXiv (Cornell University)

    Repository · 5 publications · 149 citations

    5

    h-index

  4. Procedia Computer Science

    3 publications · 152 citations

    3

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 113 citations

    3

    h-index

1–5