Concepedia

Real-time Bayesian Inference

Real-Time Bayesian Inference is a Bayesian inference framework that enables continuous updating of posterior beliefs from sequential data streams with minimal latency, distinguishing itself by its emphasis on computational efficiency and immediate responsiveness to incoming observations.

56

Publications

3K

Citations

173

Authors

106

Institutions

Publications per year

2017–2026

15

Parents

Publications

56

Real Time Bayesian Estimation of the Epidemic Potential of Emerging Infectious Diseases

Luís M. A. Bettencourt, Ruy M. Ribeiro · PLoS ONE · 2008 · 348 citations · Full text

, , +17

Real-Time Inference of Complex Mental States from Facial Expressions and Head Gestures

Rana el Kaliouby, Peter Robinson · 2005 · 284 citations

, , +17

A probabilistic framework for modeling and real-time monitoring human fatigue

Qiang Ji, Ping Lan, Carl G. Looney · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2006 · 243 citations

, , +15

Dynamic Conditional Independence Models and Markov Chain Monte Carlo Methods

Carlo Berzuini, Nicola Best, Walter R. Gilks et al. · Journal of the American Statistical Association · 1997 · 232 citations

, , +16

Stochastic prediction of train delays in real-time using Bayesian networks

Francesco Corman, Pavle Kecman · Transportation Research Part C Emerging Technologies · 2018 · 153 citations · Full text

, , +16

1–5 of 56

Authors

173

  1. CL
    Cristiana Larizza

    University of Pavia, Italy

    2 publications · 343 citations

    2

    h-index

  2. PK
    Pavle Kecman

    Delft University of Technology, Netherlands

    2 publications · 164 citations

    2

    h-index

  3. CB
    Carlo Berzuini

    University of Pavia, Italy

    2 publications · 343 citations

    2

    h-index

  4. NB
    Nicola Best

    Imperial College London, United Kingdom

    2 publications · 343 citations

    2

    h-index

  5. WR
    Walter R. Gilks

    Medical Research Council, United Kingdom

    2 publications · 343 citations

    2

    h-index

1–5 of 173

Institutions

106

  1. Université Paris-Saclay

    Gif-sur-Yvette, France

    4 h-index

    8 publications

    133 citations

  2. MRC Biostatistics Unit

    Cambridge, United Kingdom

    2 h-index

    2 publications

    343 citations

  3. University of Guelph

    Guelph, Canada

    2 h-index

    4 publications

    118 citations

  4. University of California, Berkeley

    Berkeley, United States

    2 h-index

    7 publications

    144 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    6 publications

    492 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    4 publications

    79 citations

  7. University of Washington

    Seattle, United States

    2 h-index

    4 publications

    142 citations

  8. University of Pavia

    Pavia, Italy

    2 h-index

    4 publications

    686 citations

1–8 of 106

Venues

  1. 2

    h-index

  2. Comptes Rendus Mécanique

    1 publications · 17 citations

    1

    h-index

  3. 1

    h-index

  4. IISE Transactions

    1 publications · 21 citations

    1

    h-index

  5. Journal of Econometrics

    1 publications · 16 citations

    1

    h-index

1–5