Concepedia

Markov Random Variables

Markov Random Variables is a probabilistic graphical model that represents a set of random variables with a Markov property, wherein each variable is conditionally independent of non-adjacent variables given its neighbors in an undirected graph structure.

586

Publications

50.9K

Citations

1.1K

Authors

502

Institutions

Publications per year

2017–2026

43

Parents

Publications

586

Probability, Random Variables, and Stochastic Processes

Irwin Miller, Anthanasios Papoulis · Technometrics · 1966 · 6.5K citations

, , +14

Probability, random variables and stochastic processes

J.G. Proakis · IEEE Transactions on Acoustics Speech and Signal Processing · 1985 · 4.6K citations

, , +14

Texture synthesis by non-parametric sampling

Alexei A. Efros, Thomas Leung · 1999 · 3K citations

, , +13

Statistical Inference for Probabilistic Functions of Finite State Markov Chains

Leonard E. Baum, Ted Petrie · The Annals of Mathematical Statistics · 1966 · 2.8K citations · Full text

, , +15

Probability, Random Variables, and Stochastic Processes

Irwin Miller · Technometrics · 1966 · 2K citations

, , +14

1–5 of 586

Authors

1.1K

  1. JZ
    Josiane Zerubia

    Institut national de recherche en sciences et technologies du numérique, France

    6 publications · 349 citations

    6

    h-index

  2. KT
    Kazuyuki Tanaka

    Tohoku University, Japan

    5 publications · 91 citations

    5

    h-index

  3. SI
    Sidney I. Resnick

    Cornell University, United States

    5 publications · 175 citations

    5

    h-index

  4. JL
    John Lafferty

    Carnegie Mellon University, United States

    5 publications · 361 citations

    5

    h-index

  5. MY
    Muneki Yasuda

    Tohoku University, Japan

    5 publications · 96 citations

    5

    h-index

1–5 of 1.1K

Institutions

502

  1. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    38 publications

    1.8K citations

  2. Stanford University

    Stanford, United States

    13 h-index

    15 publications

    1.9K citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    11 h-index

    18 publications

    1.5K citations

  4. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    11 h-index

    20 publications

    835 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    20 publications

    589 citations

  6. University of California, Berkeley

    Berkeley, United States

    10 h-index

    13 publications

    7.5K citations

  7. University of Washington

    Seattle, United States

    9 h-index

    13 publications

    3.2K citations

  8. Cornell University

    Ithaca, United States

    8 h-index

    11 publications

    417 citations

1–8 of 502

Venues

  1. The Annals of Probability

    20 publications · 1.2K citations

    16

    h-index

  2. Journal of Applied Probability

    JAP · 29 publications · 628 citations

    16

    h-index

  3. IEEE Transactions on Image Processing

    16 publications · 1.8K citations

    15

    h-index

  4. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 13 publications · 1.2K citations

    13

    h-index

  5. Advances in Applied Probability

    AAP · 14 publications · 424 citations

    12

    h-index

1–5