Concepedia

Mahalanobis Distance

Mahalanobis Distance is a statistical measure of the distance between a point and a distribution, differing from Euclidean distance by accounting for the correlations and variances among variables in multivariate space.

1.6K

Publications

88K

Citations

5K

Authors

1.7K

Institutions

Publications per year

2017–2026

504

Parents

Publications

1.6K

PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing

Edwin Leuven, Barbara Sianesi · Statistical Software Components · 2003 · 2.2K citations

, , +10

Information-theoretic metric learning

Jason V. Davis, Brian Kulis, Prateek Jain et al. · 2007 · 2K citations

, , +16

Neighbourhood Components Analysis

Jacob Goldberger, Geoffrey E. Hinton, Sam T. Roweis et al. · 2004 · 1.7K citations

, , +14

Clustering with Bregman Divergences

Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon et al. · 2004 · 1.5K citations

, , +16

MVN: An R Package for Assessing Multivariate Normality

Selçuk Korkmaz, Dinçer Göksülük, Gökmen Zararsız · The R Journal · 2014 · 1.3K citations · Full text

, , +14

1–5 of 1.6K

Authors

5K

  1. MP
    Michael Pecht

    University of Maryland, College Park, United States

    12 publications · 567 citations

    12

    h-index

  2. RG
    Richard G. Brereton

    University of Bristol, United Kingdom

    7 publications · 313 citations

    7

    h-index

  3. EA
    Elizabeth A. Cudney

    Missouri University of Science and Technology, United States

    6 publications · 144 citations

    6

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  4. JK
    Junae Kim

    The University of Adelaide, Australia

    6 publications · 307 citations

    6

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  5. LW
    Lei Wang

    University of Wollongong, Australia

    6 publications · 294 citations

    6

    h-index

1–5 of 5K

Institutions

1.7K

  1. Centre National de la Recherche Scientifique

    Paris, France

    20 h-index

    58 publications

    5.7K citations

  2. Nanyang Technological University

    Singapore, Singapore

    16 h-index

    40 publications

    3.8K citations

  3. Tsinghua University

    Beijing, China

    15 h-index

    52 publications

    3.9K citations

  4. Northwestern Polytechnical University

    Xi'an, China

    14 h-index

    55 publications

    2.1K citations

  5. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    56 publications

    3.3K citations

  6. Universidade de São Paulo

    São Paulo, Brazil

    12 h-index

    31 publications

    1.2K citations

  7. Wuhan University

    Wuhan, China

    11 h-index

    42 publications

    3K citations

  8. Harvard University

    Cambridge, United States

    11 h-index

    13 publications

    1.3K citations

1–8 of 1.7K

Venues

  1. arXiv (Cornell University)

    Repository · 37 publications · 2.8K citations

    23

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  2. Sensors

    25 publications · 957 citations

    19

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  3. 15

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  4. IEEE Sensors Journal

    14 publications · 572 citations

    14

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  5. 14

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