Concepedia

Bayesian Data Fusion

Bayesian Data Fusion is a Bayesian inference framework that integrates heterogeneous, multi-source data by probabilistically modeling their joint distributions under uncertainty, distinguishing itself through the explicit use of prior knowledge and Bayes' theorem to update beliefs about shared latent variables across domains.

288

Publications

12.2K

Citations

850

Authors

383

Institutions

Publications per year

2017–2026

93

Parents

Publications

288

Multi-sensor data fusion based on the belief divergence measure of evidences and the belief entropy

Fuyuan Xiao · Information Fusion · 2018 · 590 citations

, , +13

16th international conference on information FUSION

IEEE Aerospace and Electronic Systems Magazine · 2013 · 394 citations · Full text

, , +14

Credit card fraud detection: A fusion approach using Dempster–Shafer theory and Bayesian learning

Suvasini Panigrahi, Amlan Kundu, Shamik Sural et al. · Information Fusion · 2009 · 343 citations

, , +17

Multi-source information fusion based fault diagnosis of ground-source heat pump using Bayesian network

Baoping Cai, Yunwei Zhang, Zengkai Liu et al. · Applied Energy · 2013 · 324 citations

, , +17

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

1–5 of 288

Authors

850

  1. PB
    Patrick Bogaert

    UCLouvain, Belgium

    10 publications · 488 citations

    10

    h-index

  2. DF
    Dominique Fasbender

    UCLouvain, Belgium

    8 publications · 503 citations

    8

    h-index

  3. XL
    Xin Li

    Carnegie Mellon University, United States

    7 publications · 189 citations

    7

    h-index

  4. MC
    Mark Campbell

    Cornell University, United States

    5 publications · 128 citations

    5

    h-index

  5. FW
    Fa Wang

    Carnegie Mellon University, United States

    4 publications · 135 citations

    4

    h-index

1–5 of 850

Institutions

383

  1. UCLouvain

    Louvain-la-Neuve, Belgium

    11 h-index

    30 publications

    1.4K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    10 h-index

    35 publications

    1.3K citations

  3. University of Technology Sydney

    Sydney, Australia

    6 h-index

    10 publications

    396 citations

  4. Beihang University

    Beijing, China

    6 h-index

    18 publications

    821 citations

  5. Université Grenoble Alpes

    Saint-Martin-d'Hères, France

    5 h-index

    13 publications

    435 citations

  6. Cornell University

    Ithaca, United States

    5 h-index

    21 publications

    537 citations

  7. University College London

    London, United Kingdom

    5 h-index

    12 publications

    530 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    12 publications

    497 citations

1–8 of 383

Venues

  1. Information Fusion

    10 publications · 1.2K citations

    10

    h-index

  2. International Conference on Information Fusion

    Conference · 7 publications · 89 citations

    7

    h-index

  3. arXiv (Cornell University)

    Repository · 7 publications · 186 citations

    7

    h-index

  4. IEEE Transactions on Signal Processing

    6 publications · 337 citations

    6

    h-index

  5. 6

    h-index

1–5