Concepedia

Bayesian Network Latent Variable Models

Bayesian Network Latent Variable Models is a probabilistic graphical model that integrates latent variables within a directed acyclic graph structure to represent conditional dependencies among observed and unobserved variables under a Bayesian inference framework.

68

Publications

3.4K

Citations

188

Authors

108

Institutions

Publications per year

2017–2026

25

Parents

Publications

68

Model-Based Clustering for Social Networks

Mark S. Handcock, Adrian E. Raftery, Jeremy Tantrum · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2007 · 798 citations · Full text

, , +15

Data Analysis with Bayesian Networks: A Bootstrap Approach

Nir Friedman, Moisés Goldszmidt, Abraham J. Wyner · arXiv (Cornell University) · 2013 · 266 citations · Full text

, , +15

Network inference, error, and informant (in)accuracy: a Bayesian approach

Carter T. Butts · Social Networks · 2003 · 258 citations

, , +10

Linking structural equation modeling to Bayesian networks: Decision support for customer retention in virtual communities

Sumeet Gupta, Hee W. Kim · European Journal of Operational Research · 2007 · 106 citations

, , +16

Network Backboning with Noisy Data

Michele Coscia, Frank Neffke · 2017 · 100 citations

, , +15

1–5 of 68

Authors

188

  1. RC
    Rafael Chaves

    Universidade Federal do Rio Grande do Norte, Brazil

    3 publications · 61 citations

    3

    h-index

  2. RP
    Ryan P. Adams

    Harvard University, United States

    2 publications · 106 citations

    2

    h-index

  3. LL
    Lukas Luft

    University of Freiburg, Germany

    2 publications · 35 citations

    2

    h-index

  4. ZZ
    Zhiqiang Zheng

    The University of Texas at Dallas, United States

    2 publications · 58 citations

    2

    h-index

  5. NL
    Nevin L. Zhang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 75 citations

    2

    h-index

1–5 of 188

Institutions

108

  1. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    5 publications

    144 citations

  2. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    5 publications

    144 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    3 publications

    99 citations

  4. University of Washington

    Seattle, United States

    3 h-index

    5 publications

    1.7K citations

  5. University of Edinburgh

    Edinburgh, United Kingdom

    3 h-index

    3 publications

    77 citations

  6. University of Freiburg

    Freiburg im Breisgau, Germany

    2 h-index

    8 publications

    140 citations

  7. University of Cologne

    Cologne, Germany

    2 h-index

    5 publications

    112 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    5 publications

    69 citations

1–8 of 108

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 577 citations

    9

    h-index

  2. Bayesian Analysis

    3 publications · 74 citations

    3

    h-index

  3. Journal of Artificial Intelligence Research

    JAIR · 2 publications · 44 citations

    2

    h-index

  4. 2

    h-index

  5. 2

    h-index

1–5