Concepedia

Sparse Sampling Model Development

Sparse Sampling Model Development is a model development methodology in which the construction and training of predictive or analytical models are based on intentionally limited and non-dense data samples, distinguishing it from conventional approaches by prioritizing efficiency and representativeness under sparse data acquisition conditions.

17

Publications

644

Citations

66

Authors

30

Institutions

Publications per year

2017–2026

2

Parents

Publications

17

Proposals for model‐based paediatric medicinal development within the current European Union regulatory framework

Efthymios Manolis, Gérard Pons · British Journal of Clinical Pharmacology · 2009 · 124 citations · Full text

, , +17

Spatial distribution prediction of soil heavy metals based on sparse sampling and multi-source environmental data

Yongqiao Sun, Shaogang Lei, Yibo Zhao et al. · Journal of Hazardous Materials · 2023 · 65 citations

, , +17

Sparse sampling: Spatial design for monitoring stream networks

Statistics Surveys · 2008 · 57 citations · Full text

, , +17

Randomization improves sparse sampling in multidimensional NMR

Jeffrey C. Hoch, Mark W. Maciejewski, Blagoje Filipovic · Journal of Magnetic Resonance · 2008 · 53 citations · Full text

, , +8

Performance Metrics, Sampling Schemes, and Detection Algorithms for Wideband Spectrum Sensing

Zhanwei Sun, J. Nicholas Laneman · IEEE Transactions on Signal Processing · 2014 · 47 citations

, , +14

1–5 of 17

Authors

66

  1. AF
    Alan Forrest

    University at Buffalo, State University of New York, United States

    2 publications · 37 citations

    2

    h-index

  2. MW
    Mark W. Maciejewski

    UConn Health, United States

    1 publications · 53 citations

    1

    h-index

  3. YS
    Yongqiao Sun

    China University of Mining and Technology, China

    1 publications · 65 citations

    1

    h-index

  4. MM
    Milind M. Buddhikot

    Alcatel Lucent (Germany), Germany

    1 publications · 14 citations

    1

    h-index

  5. ZC
    Zhen Cai

    China University of Mining and Technology, China

    1 publications · 65 citations

    1

    h-index

1–5 of 66

Institutions

30

  1. University at Buffalo, State University of New York

    Buffalo, United States

    2 h-index

    4 publications

    77 citations

  2. Leicester Royal Infirmary

    Leicester, United Kingdom

    1 h-index

    2 publications

    76 citations

  3. University of Leicester

    Leicester, United Kingdom

    1 h-index

    2 publications

    76 citations

  4. Bayer (Germany)

    Leverkusen, Germany

    1 h-index

    2 publications

    76 citations

  5. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    1 h-index

    2 publications

    34 citations

  6. Western University

    London, Canada

    1 h-index

    8 publications

    256 citations

  7. University of Maryland, Baltimore

    Baltimore, United States

    1 h-index

    2 publications

    34 citations

  8. Swedish University of Agricultural Sciences

    Uppsala, Sweden

    1 h-index

    2 publications

    28 citations

1–8 of 30

Venues

  1. Journal of Magnetic Resonance

    JMR · 2 publications · 82 citations

    2

    h-index

  2. British Journal of Clinical Pharmacology

    BJCP · 2 publications · 162 citations

    2

    h-index

  3. Statistics Surveys

    1 publications · 57 citations

    1

    h-index

  4. IEEE Transactions on Signal Processing

    1 publications · 47 citations

    1

    h-index

  5. Environmental Monitoring and Assessment

    1 publications · 14 citations

    1

    h-index

1–5