Concepedia

Bayesian Change Detection

Bayesian Change Detection is a probabilistic framework for identifying temporal alterations in spatial data by modeling uncertainty through Bayesian inference, distinguishing itself from other change detection methods through its explicit incorporation of prior knowledge and posterior probability updates.

183

Publications

9.1K

Citations

457

Authors

267

Institutions

Publications per year

2017–2026

45

Parents

Publications

183

Bayesian Online Changepoint Detection

Ryan P. Adams, David Mackay · ArXiv.org · 2007 · 603 citations · Full text

, , +15

On Tests for Detecting Change in Mean

Ashish Sen, Muni S. Srivastava · The Annals of Statistics · 1975 · 357 citations · Full text

, , +17

A Bayesian approach to inference about a change-point in a sequence of random variables

A. F. M. Smith · Biometrika · 1975 · 324 citations

, , +16

A post-classification change detection method based on iterative slow feature analysis and Bayesian soft fusion

Chen Wu, Bo Du, Xiaohui Cui et al. · Remote Sensing of Environment · 2017 · 289 citations

, , +14

Truth discovery and copying detection in a dynamic world

Xin Luna Dong, Laure Berti‐Équille, Divesh Srivastava · Proceedings of the VLDB Endowment · 2009 · 237 citations

, , +16

1–5 of 183

Authors

457

  1. VV
    Venugopal V. Veeravalli

    University of Illinois Urbana-Champaign, United States

    6 publications · 624 citations

    6

    h-index

  2. AG
    Alexander G. Tartakovsky

    University of Southern California, United States

    4 publications · 352 citations

    4

    h-index

  3. NS
    N. Serinken

    Communications Research Centre Canada, Canada

    4 publications · 254 citations

    4

    h-index

  4. OÜ
    O. Üreten

    Communications Research Centre Canada, Canada

    4 publications · 254 citations

    4

    h-index

  5. OS
    Ousmane Seidou

    University of Ottawa, Canada

    4 publications · 206 citations

    4

    h-index

1–5 of 457

Institutions

267

  1. Institut National de la Recherche Scientifique

    Québec, Canada

    7 h-index

    17 publications

    1.4K citations

  2. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    10 publications

    494 citations

  3. Princeton University

    Princeton, United States

    5 h-index

    8 publications

    256 citations

  4. Environment and Climate Change Canada

    Ottawa, Canada

    4 h-index

    7 publications

    263 citations

  5. University of Southern California

    Los Angeles, United States

    4 h-index

    4 publications

    352 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    7 publications

    556 citations

  7. Queensland University of Technology

    Brisbane, Australia

    4 h-index

    7 publications

    100 citations

  8. Hydro-Québec

    Montreal, Canada

    4 h-index

    10 publications

    1.1K citations

1–8 of 267

Venues

  1. IEEE Transactions on Information Theory

    7 publications · 409 citations

    7

    h-index

  2. International Journal of Climatology

    5 publications · 245 citations

    5

    h-index

  3. Journal of Climate

    5 publications · 222 citations

    5

    h-index

  4. Water Resources Research

    5 publications · 239 citations

    5

    h-index

  5. PLoS Computational Biology

    4 publications · 198 citations

    4

    h-index

1–5