Concepedia

Classification Uncertainty

Classification Uncertainty is a type of geospatial uncertainty that characterizes the doubt associated with the assignment of spatial entities to predefined categories, arising from ambiguities in class boundaries, spectral or feature similarity, or probabilistic classification outcomes.

218

Publications

10.5K

Citations

727

Authors

338

Institutions

Publications per year

2017–2026

96

Parents

Publications

218

An improved method to construct basic probability assignment based on the confusion matrix for classification problem

Xinyang Deng, Qi Liu, Yong Deng et al. · Information Sciences · 2016 · 610 citations

, , +9

A QUANTITATIVE APPROACH TO A PROBLEM IN CLASSIFICATION

Charles D. Michener, Robert R. Sokal · Evolution · 1957 · 524 citations · Full text

, , +9

Adaptive, template moderated, spatially varying statistical classification

Simon K. Warfield, Michael R. Kaus, Ferenc A. Jólesz et al. · Medical Image Analysis · 2000 · 409 citations

, , +11

Rainbow Memory: Continual Learning with a Memory of Diverse Samples

Jihwan Bang, Heesu Kim, Youngjoon Yoo et al. · 2021 · 320 citations

, , +12

Object-based analysis and change detection of major wetland cover types and their classification uncertainty during the low water period at Poyang Lake, China

Iryna Dronova, Peng Gong, Wang Lin · Remote Sensing of Environment · 2011 · 267 citations

, , +17

1–5 of 218

Authors

727

  1. BH
    Brian H. Ross

    University of Illinois Urbana-Champaign, United States

    5 publications · 309 citations

    5

    h-index

  2. GL
    Gregory L. Murphy

    New York University, United States

    4 publications · 223 citations

    4

    h-index

  3. OA
    Ola Ahlqvist

    The Ohio State University, United States

    4 publications · 264 citations

    4

    h-index

  4. QH
    Qinghua Hu

    Tianjin University, China

    3 publications · 93 citations

    3

    h-index

  5. BR
    Ben R. Newell

    UNSW Sydney, Australia

    3 publications · 59 citations

    3

    h-index

1–5 of 727

Institutions

338

  1. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    24 publications

    715 citations

  2. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    5 h-index

    9 publications

    191 citations

  3. University of Nottingham

    Nottingham, United Kingdom

    5 h-index

    8 publications

    394 citations

  4. Tianjin University

    Tianjin, China

    4 h-index

    13 publications

    385 citations

  5. University of Maryland, College Park

    College Park, United States

    4 h-index

    6 publications

    500 citations

  6. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    11 publications

    915 citations

  7. Nanjing University

    Nanjing, China

    4 h-index

    7 publications

    165 citations

  8. Beijing Normal University

    Beijing, China

    3 h-index

    10 publications

    650 citations

1–8 of 338

Venues

  1. International Journal of Remote Sensing

    12 publications · 584 citations

    11

    h-index

  2. 11

    h-index

  3. Remote Sensing

    12 publications · 348 citations

    11

    h-index

  4. arXiv (Cornell University)

    Repository · 7 publications · 135 citations

    7

    h-index

  5. Photogrammetric Engineering & Remote Sensing

    5 publications · 192 citations

    5

    h-index

1–5