Concepedia

Rule-based Data Cleaning

Rule-Based Data Cleaning is a data cleaning method that belongs to the class of rule-driven techniques, distinguished by its reliance on explicitly defined, deterministic rules derived from domain knowledge or schema constraints to detect and correct errors in datasets.

32

Publications

1.8K

Citations

106

Authors

40

Institutions

Publications per year

2017–2026

9

Parents

Publications

32

Data Cleaning

Xu Chu, Ihab F. Ilyas, Sanjay Krishnan et al. · 2016 · 471 citations

, , +14

Discovering Conditional Functional Dependencies

Wenfei Fan, Floris Geerts, Jianzhong Li et al. · IEEE Transactions on Knowledge and Data Engineering · 2010 · 248 citations · Full text

, , +10

Eliminating class noise in large datasets

Xingquan Zhu, Xindong Wu, Qijun Chen · 2003 · 241 citations

, , +15

Discovering Conditional Functional Dependencies

Wenfei Fan, Floris Geerts, Laks V. S. Lakshmanan et al. · Proceedings - International Conference on Data Engineering · 2009 · 105 citations · Full text

, , +10

On the importance of building high-quality training datasets for neural code search

Zhensu Sun, Li Li, Liu Yan et al. · Proceedings of the 44th International Conference on Software Engineering · 2022 · 68 citations

, , +10

1–5 of 32

Authors

106

  1. WF
    Wenfei Fan

    University of Edinburgh, United Kingdom

    3 publications · 364 citations

    3

    h-index

  2. NT
    Nan Tang

    Tsinghua University, China

    3 publications · 65 citations

    3

    h-index

  3. FG
    Floris Geerts

    University of Edinburgh, United Kingdom

    3 publications · 382 citations

    3

    h-index

  4. MM
    Mukesh Mohania

    IBM Research - India, India

    2 publications · 32 citations

    2

    h-index

  5. KP
    Kalika Prasad

    Indian Institute of Science Education and Research Thiruvananthapuram, India

    2 publications · 32 citations

    2

    h-index

1–5 of 106

Institutions

40

  1. University of Edinburgh

    Edinburgh, United Kingdom

    3 h-index

    7 publications

    739 citations

  2. IBM Research - India

    New Delhi, India

    2 h-index

    14 publications

    220 citations

  3. Harbin Institute of Technology

    Harbin, China

    2 h-index

    2 publications

    259 citations

  4. University of Milano-Bicocca

    Milan, Italy

    2 h-index

    8 publications

    156 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    4 publications

    73 citations

  6. Zhejiang University

    Hangzhou, China

    1 h-index

    4 publications

    160 citations

  7. Beihang University

    Beijing, China

    1 h-index

    1 publications

    11 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    2 publications

    66 citations

1–8 of 40

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 5 publications · 143 citations

    5

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 288 citations

    2

    h-index

  3. Journal of Data and Information Quality

    JDIQ · 1 publications · 23 citations

    1

    h-index

  4. Future Generation Computer Systems

    FGCS · 1 publications · 39 citations

    1

    h-index

  5. 1

    h-index

1–5