Concepedia

Distance Metrics

Distance Metrics is a formal mathematical framework that quantifies the dissimilarity between data points in a geometric space by defining a specific function satisfying metric properties such as non-negativity, identity of indiscernibles, symmetry, and the triangle inequality.

1.6K

Publications

115.7K

Citations

3.7K

Authors

1.4K

Institutions

Publications per year

2017–2026

411

Variants

Distance Functions

Parents

Publications

1.6K

On the generalized distance in statistics

P. C. Mahalanobis · DOAJ (DOAJ: Directory of Open Access Journals) · 1936 · 6K citations

, , +11

Distance Metric Learning with Application to Clustering with Side-Information

Eric P. Xing, Michael I. Jordan, Stuart Russell et al. · 2002 · 2.7K citations

, , +13

Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance

Nguyễn Xuân Vinh, Julien Epps, James Bailey · Minerva Access (University of Melbourne) · 2010 · 1.9K citations

, , +9

Why is Tanimoto index an appropriate choice for fingerprint-based similarity calculations?

Dávid Bajusz, Anita Rácz, Károly Héberger · Journal of Cheminformatics · 2015 · 1.6K citations · Full text

, , +13

On some results in fuzzy metric spaces

Aravind George, P. Veeramani · Fuzzy Sets and Systems · 1994 · 1.6K citations

, , +9

1–5 of 1.6K

Authors

3.7K

  1. EK
    Erdal Karapınar

    Atilim University, Türkiye

    9 publications · 200 citations

    9

    h-index

  2. JL
    Jiwen Lu

    Tsinghua University, China

    9 publications · 973 citations

    9

    h-index

  3. BL
    Binbin Lu

    Wuhan University, China

    7 publications · 762 citations

    7

    h-index

  4. PH
    Paul Harris

    Rothamsted Research, United Kingdom

    7 publications · 762 citations

    7

    h-index

  5. FM
    Facundo Mémoli

    The Ohio State University, United States

    6 publications · 343 citations

    6

    h-index

1–5 of 3.7K

Institutions

1.4K

  1. Stanford University

    Stanford, United States

    18 h-index

    36 publications

    4.6K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    14 h-index

    29 publications

    4.6K citations

  3. Tsinghua University

    Beijing, China

    14 h-index

    34 publications

    3.6K citations

  4. New York University

    New York, United States

    14 h-index

    23 publications

    2.1K citations

  5. University of California, Berkeley

    Berkeley, United States

    14 h-index

    28 publications

    14.4K citations

  6. University of Michigan

    Ann Arbor, United States

    13 h-index

    20 publications

    1.8K citations

  7. Texas A&M University

    College Station, United States

    12 h-index

    28 publications

    4K citations

  8. Wuhan University

    Wuhan, China

    12 h-index

    23 publications

    1.8K citations

1–8 of 1.4K

Venues

  1. arXiv (Cornell University)

    Repository · 43 publications · 1.2K citations

    22

    h-index

  2. Fuzzy Sets and Systems

    19 publications · 2.9K citations

    15

    h-index

  3. Pattern Recognition

    15 publications · 1.1K citations

    14

    h-index

  4. IEEE Transactions on Image Processing

    13 publications · 1.8K citations

    13

    h-index

  5. Proceedings of the American Mathematical Society

    PROC · 18 publications · 705 citations

    13

    h-index

1–5