Concepedia

Kernel-based Mixture Modeling

Kernel-Based Mixture Modeling is a statistical framework within mixture dose-response modeling that employs kernel functions to nonparametrically represent component distributions, thereby enabling flexible estimation of complex response patterns arising from heterogeneous subpopulations.

37

Publications

2.2K

Citations

101

Authors

73

Institutions

Publications per year

2017–2026

8

Parents

Publications

37

Bayesian Density Regression

David B. Dunson, Natesh S. Pillai, Juhyun Park · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2007 · 263 citations · Full text

, , +16

A mixture model for representing shape variation

T.F. Cootes, Chris Taylor · Image and Vision Computing · 1999 · 254 citations

, , +16

Probability density estimation from optimally condensed data samples

Mark Girolami, Chao He · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2003 · 207 citations

, , +16

A nonlinear kernel Gaussian mixture model based inferential monitoring approach for fault detection and diagnosis of chemical processes

Jie Yu · Chemical Engineering Science · 2011 · 179 citations

, , +17

A New Approximate Solution of the Optimal Nonlinear Filter for Data Assimilation in Meteorology and Oceanography

I. Hoteit, D.-T. Pham, G. Triantafyllou · Monthly Weather Review · 2008 · 135 citations · Full text

, , +17

1–5 of 37

Authors

101

  1. KB
    Konstantinos Blekas

    University of Ioannina, Greece

    2 publications · 31 citations

    2

    h-index

  2. NB
    Nizar Bouguila

    Concordia University, Canada

    2 publications · 144 citations

    2

    h-index

  3. TC
    T.F. Cootes

    University of Manchester, United Kingdom

    2 publications · 286 citations

    2

    h-index

  4. AT
    Ambuj Tewari

    University of Michigan, United States

    2 publications · 97 citations

    2

    h-index

  5. CT
    Chris Taylor

    University of Manchester, United Kingdom

    2 publications · 286 citations

    2

    h-index

1–5 of 101

Institutions

73

  1. Indian Institute of Science Bangalore

    Bengaluru, India

    2 h-index

    2 publications

    97 citations

  2. Concordia University

    Montreal, Canada

    2 h-index

    3 publications

    200 citations

  3. Australian National University

    Canberra, Australia

    2 h-index

    4 publications

    88 citations

  4. Data61

    Sydney, Australia

    2 h-index

    4 publications

    55 citations

  5. University of Michigan

    Ann Arbor, United States

    2 h-index

    4 publications

    194 citations

  6. University of Ioannina

    Ioannina, Greece

    2 h-index

    3 publications

    50 citations

  7. KU Leuven

    Leuven, Belgium

    2 h-index

    2 publications

    42 citations

  8. University of Manchester

    Manchester, United Kingdom

    2 h-index

    4 publications

    572 citations

1–8 of 73

Venues

  1. 2

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 88 citations

    1

    h-index

  3. Journal of Statistical Software

    JSS · 1 publications · 40 citations

    1

    h-index

  4. Image and Vision Computing

    1 publications · 254 citations

    1

    h-index

  5. 1

    h-index

1–5