Concepedia

Gaussian Process Smoothing

Gaussian Process Smoothing is a spatial smoothing method that employs a Gaussian process as a probabilistic model to estimate underlying continuous fields by assigning prior distributions over functions and updating them through observed data.

115

Publications

5.6K

Citations

341

Authors

190

Institutions

Publications per year

2017–2026

43

Parents

Publications

115

NTUplace3: An Analytical Placer for Large-Scale Mixed-Size Designs With Preplaced Blocks and Density Constraints

Tung-Chieh Chen, Zhewei Jiang, Tien-Chang Hsu et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2008 · 344 citations

, , +14

Dependent Gaussian Processes

Phillip Boyle, Marcus Frean · 2004 · 231 citations

, , +14

Detection of breast masses in mammograms by density slicing and texture flow-field analysis

Naga R. Mudigonda, Rangaraj M. Rangayyan, J. E. Leo Desautels · IEEE Transactions on Medical Imaging · 2001 · 230 citations

, , +16

Spatial statistics and Gaussian processes: A beautiful marriage

Alan E. Gelfand, Erin M. Schliep · Spatial Statistics · 2016 · 166 citations

, , +14

Large Excursions of Gaussian Processes

Mark Kac, D. Slepian · The Annals of Mathematical Statistics · 1959 · 161 citations · Full text

, , +13

1–5 of 115

Authors

341

  1. ZJ
    Zhewei Jiang

    Columbia University, United States

    4 publications · 494 citations

    4

    h-index

  2. YC
    Yao‐Wen Chang

    National Taiwan University, Taiwan

    4 publications · 494 citations

    4

    h-index

  3. TC
    Tung-Chieh Chen

    National Taiwan University, Taiwan

    3 publications · 447 citations

    3

    h-index

  4. MS
    Marina Seikel

    University of Cape Town, South Africa

    3 publications · 73 citations

    3

    h-index

  5. EG
    Elad Gilboa

    Washington University in St. Louis, United States

    3 publications · 119 citations

    3

    h-index

1–5 of 341

Institutions

190

  1. National Taiwan University

    Taipei, Taiwan

    4 h-index

    17 publications

    2.3K citations

  2. Aalto University

    Espoo, Finland

    3 h-index

    4 publications

    249 citations

  3. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    10 publications

    259 citations

  4. Cornell University

    Ithaca, United States

    3 h-index

    3 publications

    123 citations

  5. University of Sheffield

    Sheffield, United Kingdom

    3 h-index

    8 publications

    428 citations

  6. University College London

    London, United Kingdom

    3 h-index

    10 publications

    504 citations

  7. Duke University

    Durham, United States

    3 h-index

    3 publications

    234 citations

  8. Peking University

    Beijing, China

    2 h-index

    4 publications

    244 citations

1–8 of 190

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 194 citations

    7

    h-index

  2. The Astrophysical Journal

    ApJ · 5 publications · 265 citations

    4

    h-index

  3. 3

    h-index

  4. Energy Procedia

    2 publications · 52 citations

    2

    h-index

  5. NeuroImage

    2 publications · 106 citations

    2

    h-index

1–5