Concepedia

Data Quality Scoring

Data Quality Scoring is a systematic metric-based method that quantifies the overall quality of a dataset by aggregating individual data quality dimension assessments into a single numerical score.

36

Publications

2.6K

Citations

133

Authors

69

Institutions

Publications per year

2017–2026

11

Parents

Publications

36

A data-driven approach to preprocessing Illumina 450K methylation array data

Ruth Pidsley, Chloe C. Y. Wong, Manuela Volta et al. · BMC Genomics · 2013 · 1.3K citations · Full text

, , +15

A Quality Index Based on Data Depth and Multivariate Rank Tests

Regina Y. Liu, Kesar Singh · Journal of the American Statistical Association · 1993 · 353 citations

, , +9

Assessing data quality: A computerized approach

Leslíe L. Roos, Sandra M. Sharp, Andre Wajda · Social Science & Medicine · 1989 · 94 citations

, , +13

Big Data Quality: A Quality Dimensions Evaluation

Ikbal Taleb, Hadeel T. El Kassabi, Mohamed Adel Serhani et al. · 2016 · 80 citations

, , +16

A Quality Index Based on Data Depth and Multivariate Rank Tests

Regina Y. Liu, Kesar Singh · Journal of the American Statistical Association · 1993 · 75 citations

, , +9

1–5 of 36

Authors

133

  1. MA
    Mohamed Adel Serhani

    United Arab Emirates University, United Arab Emirates

    2 publications · 112 citations

    2

    h-index

  2. SK
    Sangita Kulathinal

    University of Helsinki, Finland

    2 publications · 21 citations

    2

    h-index

  3. BP
    Beth Plale

    Indiana University Bloomington, United States

    2 publications · 40 citations

    2

    h-index

  4. KS
    Kesar Singh

    Rutgers, The State University of New Jersey, United States

    2 publications · 428 citations

    2

    h-index

  5. IT
    Ikbal Taleb

    United Arab Emirates University, United Arab Emirates

    2 publications · 112 citations

    2

    h-index

1–5 of 133

Institutions

69

  1. Concordia University

    Montreal, Canada

    2 h-index

    4 publications

    272 citations

  2. United Arab Emirates University

    Al Ain, United Arab Emirates

    2 h-index

    2 publications

    112 citations

  3. Indiana University

    Bloomington, United States

    1 h-index

    3 publications

    78 citations

  4. Institut Scientifique de Santé Publique

    Brussels, Belgium

    1 h-index

    8 publications

    168 citations

  5. Institute of Research and Innovation Parc Tauli

    Sabadell, Spain

    1 h-index

    1 publications

    36 citations

  6. Universidad de Salamanca

    Salamanca, Spain

    1 h-index

    1 publications

    24 citations

  7. Otto-von-Guericke-Universität Magdeburg

    Magdeburg, Germany

    1 h-index

    2 publications

    104 citations

  8. California Southern University

    Chandler, United States

    1 h-index

    1 publications

    14 citations

1–8 of 69

Venues

  1. 2

    h-index

  2. Lecture notes in computer science

    LNCS · Book series · 1 publications · 28 citations

    1

    h-index

  3. International Journal of Medical Informatics

    1 publications · 36 citations

    1

    h-index

  4. Journal of Applied Sciences

    1 publications · 17 citations

    1

    h-index

  5. International Journal of Dental Hygiene

    1 publications · 10 citations

    1

    h-index

1–5