Concepedia

Bayesian Surveillance

Bayesian Surveillance is a statistical methodology within time-series surveillance that employs Bayesian inference to sequentially update probabilistic assessments of anomalous patterns or change points, distinguishing itself by its explicit incorporation of prior knowledge and uncertainty quantification in dynamic monitoring environments.

35

Publications

1.4K

Citations

131

Authors

78

Institutions

Publications per year

2017–2026

6

Parents

Publications

35

Bayesian multi-camera surveillance

V. Kettnaker, Ramin Zabih · 2003 · 279 citations

, , +13

Visual surveillance in a dynamic and uncertain world

Hilary Buxton, Shaogang Gong · Artificial Intelligence · 1995 · 165 citations

, , +14

Object identification: a Bayesian analysis with application to traffic surveillance

Timothy Huang, Stuart Russell · Artificial Intelligence · 1998 · 84 citations

, , +15

An efficient multiple object detection and tracking framework for automatic counting and video surveillance applications

Carlos R. del‐Blanco, Fernando Jaureguizar, Narciso Garcı́a · IEEE Transactions on Consumer Electronics · 2012 · 80 citations · Full text

, , +17

Estimates of Human Immunodeficiency Virus Prevalence and Proportion Diagnosed Based on Bayesian Multiparameter Synthesis of Surveillance Data

Aïcha Goubar, A. E. Ades, Daniela De Angelis et al. · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2008 · 73 citations · Full text

, , +17

1–5 of 35

Authors

131

  1. MH
    Michael Höhle

    Robert Koch Institute, Germany

    4 publications · 110 citations

    4

    h-index

  2. CR
    Carlos R. del‐Blanco

    Universidad Politécnica de Madrid, Spain

    2 publications · 93 citations

    2

    h-index

  3. CR
    Chawarat Rotejanaprasert

    Mahidol University, Thailand

    2 publications · 73 citations

    2

    h-index

  4. NG
    Narciso Garcı́a

    Universidad Politécnica de Madrid, Spain

    2 publications · 93 citations

    2

    h-index

  5. GF
    Gregory F. Cooper

    University of Pittsburgh, United States

    2 publications · 38 citations

    2

    h-index

1–5 of 131

Institutions

78

  1. Robert Koch Institute

    Berlin, Germany

    2 h-index

    4 publications

    179 citations

  2. Ludwig-Maximilians-Universität München

    Munich, Germany

    2 h-index

    2 publications

    35 citations

  3. National Wildlife Health Center

    Madison, United States

    2 h-index

    6 publications

    156 citations

  4. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    4 publications

    76 citations

  5. Indiana University – Purdue University Indianapolis

    Indianapolis, United States

    2 h-index

    3 publications

    60 citations

  6. University of South Carolina

    Columbia, United States

    2 h-index

    2 publications

    35 citations

  7. Universidad Politécnica de Madrid

    Madrid, Spain

    2 h-index

    6 publications

    279 citations

  8. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    2 publications

    52 citations

1–8 of 78

Venues

  1. PLoS ONE

    3 publications · 64 citations

    3

    h-index

  2. Artificial Intelligence

    2 publications · 249 citations

    2

    h-index

  3. Biometrical Journal

    2 publications · 75 citations

    2

    h-index

  4. International Journal of Health Geographics

    1 publications · 58 citations

    1

    h-index

  5. Statistics in Medicine

    1 publications · 26 citations

    1

    h-index

1–5