Concepedia

Adaptive Bandwidth Selection

Adaptive Bandwidth Selection is a methodology in spatial density estimation that dynamically adjusts the bandwidth parameter according to local data density, distinguishing itself from fixed-bandwidth approaches by enabling more accurate density estimates in regions of varying data sparsity.

97

Publications

11.9K

Citations

195

Authors

125

Institutions

Publications per year

2017–2026

16

Parents

Publications

97

Kernel density estimation via diffusion

Zdravko I. Botev, Joseph F. Grotowski, Dirk P. Kroese · Queensland's institutional digital repository (The University of Queensland) · 2010 · 1.8K citations

, , +16

Kernel density estimation via diffusion

The Annals of Statistics · 2010 · 1.6K citations · Full text

, , +16

Variable Kernel Density Estimation

George R. Terrell, David W. Scott · The Annals of Statistics · 1992 · 913 citations · Full text

, , +16

Simple Local Polynomial Density Estimators

Matias D. Cattaneo, Michael Jansson, Xinwei Ma · Journal of the American Statistical Association · 2019 · 650 citations

, , +16

Fuzzy C-Means Clustering With Local Information and Kernel Metric for Image Segmentation

Maoguo Gong, Liang Yan, Jiao Shi et al. · IEEE Transactions on Image Processing · 2012 · 642 citations

, , +13

1–5 of 97

Authors

195

  1. SA
    Smaïl Adjabi

    University of Béjaïa, Algeria

    4 publications · 126 citations

    4

    h-index

  2. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    4 publications · 420 citations

    4

    h-index

  3. NZ
    Nabil Zougab

    University of Béjaïa, Algeria

    4 publications · 126 citations

    4

    h-index

  4. CC
    Célestin C. Kokonendji

    Centre National de la Recherche Scientifique, France

    4 publications · 110 citations

    4

    h-index

  5. ML
    Martin L. Hazelton

    Massey University, New Zealand

    3 publications · 61 citations

    3

    h-index

1–5 of 195

Institutions

125

  1. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    6 publications

    143 citations

  2. Laboratoire de Mathématiques Blaise Pascal

    Aubière, France

    4 h-index

    4 publications

    119 citations

  3. University of Béjaïa

    Béjaïa, Algeria

    4 h-index

    10 publications

    293 citations

  4. Heidelberg University

    Heidelberg, Germany

    3 h-index

    3 publications

    221 citations

  5. University of South Africa

    Pretoria, South Africa

    3 h-index

    3 publications

    191 citations

  6. The Open University

    Milton Keynes, United Kingdom

    3 h-index

    4 publications

    266 citations

  7. Dartmouth College

    Hanover, United States

    3 h-index

    4 publications

    455 citations

  8. Princeton University

    Princeton, United States

    3 h-index

    3 publications

    1K citations

1–8 of 125

Venues

  1. The Annals of Statistics

    10 publications · 3.5K citations

    10

    h-index

  2. Journal of the American Statistical Association

    10 publications · 1.1K citations

    10

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 7 publications · 386 citations

    7

    h-index

  4. Statistics & Probability Letters

    6 publications · 123 citations

    6

    h-index

  5. Journal of Statistical Computation and Simulation

    JSCS · 3 publications · 66 citations

    3

    h-index

1–5