Concepedia

Diversity Sampling

Diversity Sampling is a methodological approach in active learning that selects samples for labeling based on their representativeness and coverage of the underlying data distribution, thereby ensuring maximal informativeness through the inclusion of diverse and non-redundant instances.

26

Publications

1.7K

Citations

102

Authors

58

Institutions

Publications per year

2017–2026

16

Variants

Diversity-based Sampling

Parents

Publications

26

Predictive QSAR modeling based on diversity sampling of experimental datasets for the training and test set selection

Alexander Golbraikh, Alexander Tropsha · Journal of Computer-Aided Molecular Design · 2002 · 493 citations

, , +15

Predictive QSAR modeling based on diversity sampling of experimental datasets for the training and test set selection

Alexander Golbraikh, Alexander Tropsha · Molecular Diversity · 2000 · 247 citations

, , +15

OrthoDB in 2020: evolutionary and functional annotations of orthologs

Evgeny M. Zdobnov, Dmitry Kuznetsov, Fredrik Tegenfeldt et al. · Nucleic Acids Research · 2020 · 202 citations · Full text

, , +17

How Diverse Are the Samples Used in the Journals ‘Evolution & Human Behavior’ and ‘Evolutionary Psychology’?

Thomas V. Pollet, Tamsin K. Saxton · Evolutionary Psychological Science · 2019 · 95 citations · Full text

, , +16

Design for ground beetle abundance and diversity sampling within the National Ecological Observatory Network

David Hoekman, Katherine E. LeVan, Cara M. Gibson et al. · Ecosphere · 2017 · 72 citations · Full text

, , +17

1–5 of 26

Authors

102

  1. AT
    Alexander Tropsha

    University of North Carolina at Chapel Hill, United States

    3 publications · 760 citations

    3

    h-index

  2. AG
    Alexander Golbraikh

    University of North Carolina at Chapel Hill, United States

    2 publications · 740 citations

    2

    h-index

  3. NS
    Noah Schaefferkoetter

    Louisiana State University Health Sciences Center New Orleans, United States

    1 publications · 38 citations

    1

    h-index

  4. JR
    James R. LaBonte

    Salem Hospital, United States

    1 publications · 72 citations

    1

    h-index

  5. QJ
    Qiuye Jin

    Shanghai Medical College of Fudan University, China

    1 publications · 51 citations

    1

    h-index

1–5 of 102

Institutions

58

  1. University of California, Berkeley

    Berkeley, United States

    2 h-index

    3 publications

    156 citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    2 h-index

    4 publications

    1.5K citations

  3. Arizona State University

    Tempe, United States

    2 h-index

    3 publications

    102 citations

  4. Oregon State University

    Corvallis, United States

    1 h-index

    1 publications

    72 citations

  5. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    1 h-index

    4 publications

    64 citations

  6. Rutgers, The State University of New Jersey

    New Brunswick, United States

    1 h-index

    1 publications

    25 citations

  7. Tufts University

    Medford, United States

    1 h-index

    1 publications

    42 citations

  8. National Ecological Observatory Network

    Boulder, United States

    1 h-index

    2 publications

    144 citations

1–8 of 58

Venues

  1. Journal of Education and Training Studies

    JETS · 1 publications · 50 citations

    1

    h-index

  2. Knowledge-Based Systems

    1 publications · 51 citations

    1

    h-index

  3. 1

    h-index

  4. Frontiers in Psychology

    1 publications · 39 citations

    1

    h-index

  5. Journal of Computer-Aided Molecular Design

    1 publications · 493 citations

    1

    h-index

1–5