Concepedia

Probabilistic Mixture Modeling

Probabilistic Mixture Modeling is a statistical modeling framework that characterizes the combined effects of multiple agents in a mixture by representing dose-response relationships through probability distributions to quantify uncertainty and variability in component interactions.

148

Publications

12.1K

Citations

460

Authors

251

Institutions

Publications per year

2017–2026

39

Parents

Publications

148

Probabilistic Independent Component Analysis for Functional Magnetic Resonance Imaging

Christian F. Beckmann, Stephen M. Smith · IEEE Transactions on Medical Imaging · 2004 · 2.9K citations

, , +16

Modeling annotated data

David M. Blei, Michael I. Jordan · 2003 · 1.1K citations

, , +16

Mixture models and exploratory analysis in networks

M. E. J. Newman, E. A. Leicht · Proceedings of the National Academy of Sciences · 2007 · 567 citations · Full text

, , +17

Modeling annotated data

David M. Blei, Michael I. Jordan · Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval - SIGIR '03 · 2003 · 361 citations

, , +16

MIXTURE MODELS FOR THE JOINT DISTRIBUTION OF REPEATED MEASURES AND EVENT TIMES

Joseph W. Hogan, Nan M. Laird · Statistics in Medicine · 1997 · 337 citations

, , +12

1–5 of 148

Authors

460

  1. ZS
    Zhihuan Song

    State Key Laboratory of Industrial Control Technology

    4 publications · 210 citations

    4

    h-index

  2. ZG
    Zhiqiang Ge

    State Key Laboratory of Industrial Control Technology

    3 publications · 185 citations

    3

    h-index

  3. DZ
    Djemel Ziou

    Université de Sherbrooke, Canada

    3 publications · 116 citations

    3

    h-index

  4. EL
    Ezequiel López‐Rubio

    Universidad de Málaga, Spain

    3 publications · 73 citations

    3

    h-index

  5. CZ
    ChengXiang Zhai

    University of Illinois Urbana-Champaign, United States

    3 publications · 515 citations

    3

    h-index

1–5 of 460

Institutions

251

  1. University of California, Irvine

    Irvine, United States

    5 h-index

    12 publications

    562 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    11 publications

    1.4K citations

  3. Harvard University

    Cambridge, United States

    4 h-index

    7 publications

    565 citations

  4. University of Alberta

    Edmonton, Canada

    3 h-index

    5 publications

    146 citations

  5. University of Birmingham

    Birmingham, United Kingdom

    3 h-index

    3 publications

    61 citations

  6. University of California, Berkeley

    Berkeley, United States

    3 h-index

    5 publications

    2.9K citations

  7. University of Iowa

    Iowa City, United States

    3 h-index

    3 publications

    228 citations

  8. Microsoft (United States)

    Redmond, United States

    3 h-index

    4 publications

    327 citations

1–8 of 251

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 174 citations

    6

    h-index

  2. Biometrics

    4 publications · 99 citations

    4

    h-index

  3. PubMed

    Repository · 4 publications · 129 citations

    4

    h-index

  4. Statistics in Medicine

    3 publications · 370 citations

    3

    h-index

  5. Forensic Science International Genetics

    FSI · 2 publications · 27 citations

    2

    h-index

1–5