Concepedia

Probabilistic Reasoning

Probabilistic Reasoning is a formal framework for uncertainty reasoning that employs probability theory to represent and manipulate uncertain knowledge, distinguishing itself by quantifying uncertainty through numerical probabilities and updating beliefs via Bayes’ theorem or related statistical inference methods.

2K

Publications

138.2K

Citations

3.4K

Authors

1.2K

Institutions

Publications per year

2017–2026

353

Parents

Publications

2K

A Bayesian Method for the Induction of Probabilistic Networks from Data

Gregory F. Cooper, Edward H. Herskovits · Machine Learning · 1992 · 3.5K citations · Full text

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Statistical Reasoning With Imprecise Probabilities

L. H. Wasserman, Peter Walley · Journal of the American Statistical Association · 1993 · 2.7K citations

, , +12

A Bayesian method for the induction of probabilistic networks from data

Gregory F. Cooper, Edward H. Herskovits · Machine Learning · 1992 · 2.3K citations · Full text

, , +14

Stanley: The robot that won the DARPA Grand Challenge

Sebastian Thrun, Mike Montemerlo, Hendrik Dahlkamp et al. · Journal of Field Robotics · 2006 · 2.1K citations · Full text

, , +11

How to improve Bayesian reasoning without instruction: Frequency formats.

Gerd Gigerenzer, Ulrich Hoffrage · Psychological Review · 1995 · 2.1K citations · Full text

, , +16

1–5 of 2K

Authors

3.4K

  1. DD
    Didier Dubois

    Université Toulouse III - Paul Sabatier, France

    23 publications · 3.1K citations

    19

    h-index

  2. RR
    Ronald R. Yager

    Iona College, United States

    18 publications · 846 citations

    17

    h-index

  3. HP
    Henri Prade

    Université Toulouse III - Paul Sabatier, France

    13 publications · 1.1K citations

    13

    h-index

  4. JY
    Joseph Y. Halpern

    Cornell University, United States

    15 publications · 1.3K citations

    13

    h-index

  5. TL
    Thomas Lukasiewicz

    University of Oxford, United Kingdom

    12 publications · 540 citations

    12

    h-index

1–5 of 3.4K

Institutions

1.2K

  1. Stanford University

    Stanford, United States

    36 h-index

    97 publications

    46K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    27 h-index

    64 publications

    6K citations

  3. Université Toulouse III - Paul Sabatier

    Toulouse, France

    23 h-index

    55 publications

    6.6K citations

  4. Institut de Recherche en Informatique de Toulouse

    Toulouse, France

    21 h-index

    48 publications

    6.1K citations

  5. University of California, Berkeley

    Berkeley, United States

    21 h-index

    47 publications

    5.9K citations

  6. University of Washington

    Seattle, United States

    19 h-index

    53 publications

    6.2K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    18 h-index

    28 publications

    2K citations

  8. Princeton University

    Princeton, United States

    18 h-index

    30 publications

    1.9K citations

1–8 of 1.2K

Venues

  1. arXiv (Cornell University)

    Repository · 73 publications · 2.7K citations

    28

    h-index

  2. Artificial Intelligence

    30 publications · 5.4K citations

    25

    h-index

  3. International Journal of Approximate Reasoning

    42 publications · 2.2K citations

    23

    h-index

  4. Journal of the American Statistical Association

    24 publications · 5.8K citations

    21

    h-index

  5. Philosophy of Science

    27 publications · 3.1K citations

    19

    h-index

1–5