Concepedia

Similarity Detection

Similarity Detection is a data reduction technique that identifies near-duplicate data segments by measuring content resemblance, distinguishing it from exact matching through its reliance on approximate similarity metrics.

1.4K

Publications

74.7K

Citations

3.8K

Authors

1.2K

Institutions

Publications per year

2017–2026

302

Variants

Near-duplicate Detection

Parents

Publications

1.4K

Topology matching for fully automatic similarity estimation of 3D shapes

Masaki Hilaga, Yoshihisa Shinagawa, Taku Kohmura et al. · 2001 · 2.2K citations

, , +16

A modified Hausdorff distance for object matching

Marie-Pierre Dubuisson, A.K. Jain · 2002 · 1.5K citations

, , +16

A comparison of string distance metrics for name-matching tasks

William W. Cohen, Pradeep Ravikumar, Stephen E. Fienberg · 2003 · 1.4K citations

, , +16

Clustering Using a Similarity Measure Based on Shared Near Neighbors

R.A. Jarvis, Edward A. Patrick · IEEE Transactions on Computers · 1973 · 966 citations

, , +12

Adaptive duplicate detection using learnable string similarity measures

Mikhail Bilenko, Raymond J. Mooney · 2003 · 930 citations

, , +16

1–5 of 1.4K

Authors

3.8K

  1. FN
    Felix Naumann

    Hasso Plattner Institute, Germany

    17 publications · 1K citations

    14

    h-index

  2. XZ
    Xiaofang Zhou

    The University of Queensland, Australia

    11 publications · 275 citations

    10

    h-index

  3. WW
    Wei Wang

    University of California, Los Angeles, United States

    10 publications · 1.8K citations

    10

    h-index

  4. HT
    Heng Tao Shen

    University of Electronic Science and Technology of China, China

    8 publications · 215 citations

    8

    h-index

  5. CX
    Chuan Xiao

    Nagoya University, Japan

    8 publications · 1.1K citations

    8

    h-index

1–5 of 3.8K

Institutions

1.2K

  1. Tsinghua University

    Beijing, China

    17 h-index

    52 publications

    2.6K citations

  2. Microsoft (United States)

    Redmond, United States

    16 h-index

    40 publications

    2.7K citations

  3. University of Maryland, College Park

    College Park, United States

    15 h-index

    39 publications

    2.6K citations

  4. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    38 publications

    1.1K citations

  5. UNSW Sydney

    Sydney, Australia

    14 h-index

    31 publications

    3.8K citations

  6. National University of Singapore

    Singapore, Singapore

    14 h-index

    29 publications

    1K citations

  7. Cornell University

    Ithaca, United States

    14 h-index

    26 publications

    1.6K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    36 publications

    6.6K citations

1–8 of 1.2K

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 29 publications · 2K citations

    21

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 19 publications · 1.3K citations

    16

    h-index

  3. Expert Systems with Applications

    11 publications · 411 citations

    11

    h-index

  4. Digital Investigation

    11 publications · 475 citations

    11

    h-index

  5. Multimedia Tools and Applications

    13 publications · 303 citations

    11

    h-index

1–5