Concepedia

Classification-based Duplicate Detection

Classification-Based Duplicate Detection is a duplicate detection method that employs classification models to determine whether pairs of records refer to the same real-world entity, distinguishing itself from rule-based or similarity-based approaches by leveraging labeled training data to learn decision boundaries indicative of duplication.

31

Publications

1.9K

Citations

98

Authors

46

Institutions

Publications per year

2017–2026

5

Parents

Publications

31

Interactive deduplication using active learning

Sunita Sarawagi, Anuradha Bhamidipaty · 2002 · 693 citations

, , +13

Automatic record linkage using seeded nearest neighbour and support vector machine classification

Peter Christen · 2008 · 173 citations

, , +17

On the Annotation of Web Videos by Efficient Near-Duplicate Search

Wan‐Lei Zhao, Xiao Wu, Chong‐Wah Ngo · IEEE Transactions on Multimedia · 2010 · 138 citations · Full text

, , +16

Mining duplicate questions in stack overflow

Muhammad Ahasanuzzaman, Muhammad Asaduzzaman, Chanchal K. Roy et al. · 2016 · 123 citations

, , +9

Active sampling for entity matching

Kedar Bellare, Suresh Iyengar, Aditya Parameswaran et al. · 2012 · 92 citations

, , +11

1–5 of 31

Authors

98

  1. SS
    Sunita Sarawagi

    Indian Institute of Technology Bombay, India

    2 publications · 729 citations

    2

    h-index

  2. VR
    Vibhor Rastogi

    University of Washington, United States

    2 publications · 107 citations

    2

    h-index

  3. AB
    Anuradha Bhamidipaty

    IBM Research - India, India

    2 publications · 729 citations

    2

    h-index

  4. KB
    Kedar Bellare

    University of Massachusetts Amherst, United States

    2 publications · 107 citations

    2

    h-index

  5. AP
    Aditya Parameswaran

    Stanford University, United States

    2 publications · 107 citations

    2

    h-index

1–5 of 98

Institutions

46

  1. Indian Institute of Technology Bombay

    Mumbai, India

    2 h-index

    4 publications

    1.5K citations

  2. City University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    473 citations

  3. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    144 citations

  4. Stanford University

    Stanford, United States

    2 h-index

    2 publications

    107 citations

  5. Johannes Gutenberg University Mainz

    Mainz, Germany

    2 h-index

    6 publications

    66 citations

  6. Yahoo (United States)

    Sunnyvale, United States

    2 h-index

    4 publications

    214 citations

  7. Beijing Normal-Hong Kong Baptist University

    Zhuhai, China

    1 h-index

    1 publications

    59 citations

  8. Microsoft Research (India)

    Bengaluru, India

    1 h-index

    1 publications

    15 citations

1–8 of 46

Venues

  1. IEEE Access

    2 publications · 27 citations

    2

    h-index

  2. IEEE Transactions on Multimedia

    2 publications · 155 citations

    2

    h-index

  3. Empirical Software Engineering

    1 publications · 52 citations

    1

    h-index

  4. Journal of Computer Science

    1 publications · 16 citations

    1

    h-index

  5. ACM Transactions on Internet Technology

    TOIT · 1 publications · 20 citations

    1

    h-index

1–5