Concepedia

Evidence-based Uncertainty Estimation

Evidence-Based Uncertainty Estimation is a methodological framework within uncertainty quantification that derives uncertainty measures through explicit incorporation of empirical evidence, distinguishing itself by grounding uncertainty assessments in observed data rather than solely relying on model priors or parametric assumptions.

26

Publications

1.5K

Citations

76

Authors

41

Institutions

Publications per year

2017–2026

13

Parents

Publications

26

An approximation approach for uncertainty quantification using evidence theory

Harok Bae, Ramana V. Grandhi, Robert A. Canfield · Reliability Engineering & System Safety · 2004 · 197 citations

, , +14

Epistemic uncertainty quantification techniques including evidence theory for large-scale structures

Harok Bae, Ramana V. Grandhi, Robert A. Canfield · Computers & Structures · 2004 · 189 citations

, , +15

Evidence-based uncertainty sampling for active learning

Manali Sharma, Mustafa Bilgic · Data Mining and Knowledge Discovery · 2016 · 106 citations

, , +10

Comparison of evidence theory and Bayesian theory for uncertainty modeling

Prabhu Soundappan, Efstratios Nikolaidis, Raphael T. Haftka et al. · Reliability Engineering & System Safety · 2004 · 104 citations

, , +15

Trustworthy Long-Tailed Classification

Bolian Li, Zongbo Han, Haining Li et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 83 citations

, , +14

1–5 of 26

Authors

76

  1. RA
    Robert A. Canfield

    U.S. Air Force Institute of Technology, United States

    4 publications · 550 citations

    4

    h-index

  2. RV
    Ramana V. Grandhi

    Wright State University, United States

    4 publications · 550 citations

    4

    h-index

  3. LC
    Lixiong Cao

    Hunan University, China

    3 publications · 89 citations

    3

    h-index

  4. CJ
    Chao Jiang

    Hunan University, China

    2 publications · 99 citations

    2

    h-index

  5. DY
    Dejie Yu

    Hunan University, China

    2 publications · 92 citations

    2

    h-index

1–5 of 76

Institutions

41

  1. Hunan University

    Changsha, China

    6 h-index

    19 publications

    728 citations

  2. U.S. Air Force Institute of Technology

    Dayton, United States

    4 h-index

    4 publications

    550 citations

  3. Wright State University

    Dayton, United States

    4 h-index

    7 publications

    996 citations

  4. Wright-Patterson Air Force Base

    Wright-Patterson AFB, United States

    3 h-index

    3 publications

    490 citations

  5. Northwestern Polytechnical University

    Xi'an, China

    3 h-index

    6 publications

    201 citations

  6. Illinois Institute of Technology

    Chicago, United States

    1 h-index

    2 publications

    212 citations

  7. First Affiliated Hospital Zhejiang University

    Hangzhou, China

    1 h-index

    1 publications

    44 citations

  8. University of Wollongong

    Wollongong, Australia

    1 h-index

    2 publications

    34 citations

1–8 of 41

Venues

  1. Reliability Engineering & System Safety

    5 publications · 453 citations

    5

    h-index

  2. Applied Mathematical Modelling

    2 publications · 72 citations

    2

    h-index

  3. 2

    h-index

  4. Structural and Multidisciplinary Optimization

    2 publications · 77 citations

    2

    h-index

  5. 1

    h-index

1–5