Concepedia

Directed Sampling

Directed Sampling is a purposive sampling strategy in spatial variability analysis that selects sample locations based on prior knowledge or specific criteria to target areas of expected high variation or interest, distinguishing it from random or systematic sampling approaches by its intentional, hypothesis-driven site selection.

15

Publications

744

Citations

52

Authors

28

Institutions

Publications per year

2017–2026

9

Variants

Purposive Sampling

Parents

Publications

15

Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling

Shufen Qin, Chaoli Sun, Yaochu Jin et al. · IEEE Transactions on Evolutionary Computation · 2021 · 186 citations

, , +16

DeNet: Scalable Real-Time Object Detection with Directed Sparse Sampling

Lachlan Tychsen-Smith, Lars Petersson · 2017 · 130 citations

, , +12

Pathological Methods Applied to the Investigation of Causes of Death in Developing Countries: Minimally Invasive Autopsy Approach

Paola Castillo, Esperança Ussene, Mamudo R. Ismail et al. · PLoS ONE · 2015 · 128 citations · Full text

, , +15

Information Directed Sampling and Bandits with Heteroscedastic Noise

Johannes Kirschner, Andreas Krause · arXiv (Cornell University) · 2018 · 73 citations · Full text

, , +16

Localization of qualitative particle selection sites in the heterorhabdic filibranch Pecten maximus (Bivalvia: Pectinidae)

PG Beninger, Priscilla Decottignies, Yves Rincé · Marine Ecology Progress Series · 2004 · 43 citations · Full text

, , +9

1–5 of 15

Authors

52

  1. SB
    Swapna Buccapatnam

    Princeton University, United States

    2 publications · 38 citations

    2

    h-index

  2. FL
    Fang Liu

    University of Notre Dame, United States

    2 publications · 38 citations

    2

    h-index

  3. NB
    Ness B. Shroff

    The Ohio State University, United States

    2 publications · 38 citations

    2

    h-index

  4. LP
    Lars Petersson

    Data61, Australia

    2 publications · 142 citations

    2

    h-index

  5. JK
    Johannes Kirschner

    ETH Zurich, Switzerland

    2 publications · 95 citations

    2

    h-index

1–5 of 52

Institutions

28

  1. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    2 h-index

    3 publications

    272 citations

  2. Stockholm University

    Stockholm, Sweden

    1 h-index

    4 publications

    128 citations

  3. International Sakharov Environmental Institute

    Minsk, Belarus

    1 h-index

    3 publications

    63 citations

  4. Max Planck Institute for Developmental Biology

    Tübingen, Germany

    1 h-index

    3 publications

    42 citations

  5. Australian National University

    Canberra, Australia

    1 h-index

    1 publications

    12 citations

  6. University of Exeter

    Exeter, United Kingdom

    1 h-index

    1 publications

    186 citations

  7. ETH Zurich

    Zurich, Switzerland

    1 h-index

    2 publications

    44 citations

  8. Data61

    Sydney, Australia

    1 h-index

    2 publications

    260 citations

1–8 of 28

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 105 citations

    3

    h-index

  2. Journal of Structural Biology

    1 publications · 14 citations

    1

    h-index

  3. Electronic Journal of Statistics

    1 publications · 32 citations

    1

    h-index

  4. Repository for Publications and Research Data (ETH Zurich)

    Repository · 1 publications · 22 citations

    1

    h-index

  5. PLoS ONE

    1 publications · 128 citations

    1

    h-index

1–5