Concepedia

Temporal Cross-validation

Temporal Cross-Validation is a time-series validation technique that belongs to the class of cross-validation methods, distinguished by its sequential splitting of data into temporally ordered training and testing sets to prevent leakage of future information and to evaluate model performance under realistic temporal dependencies.

18

Publications

900

Citations

105

Authors

58

Institutions

Publications per year

2017–2026

11

Parents

Publications

18

Impact of model complexity on cross-temporal transferability in Maxent species distribution models: An assessment using paleobotanical data

Elena Moreno Amat, Rubén G. Mateo, Diego Nieto‐Lugilde et al. · Ecological Modelling · 2015 · 192 citations

, , +12

Early spatial and temporal validation of MODIS LAI product in the Southern Africa Kalahari

J. L. Privette, Ranga B. Myneni, Yuri Knyazikhin et al. · Remote Sensing of Environment · 2002 · 158 citations

, , +9

Improving accuracy of air pollution exposure measurements: Statistical correction of a municipal low-cost airborne particulate matter sensor network

Ellen M. Considine, Colleen E. Reid, Michael Ogletree et al. · Environmental Pollution · 2020 · 90 citations · Full text

, , +16

Optimizing neuro-fuzzy modules for data fusion of vehicular navigation systems using temporal cross-validation

Aboelmagd Noureldin, Ahmed El‐Shafie, Mahmoud Reda Taha · Engineering Applications of Artificial Intelligence · 2006 · 88 citations

, , +17

Investigating the effects of weather on headache occurrence using a smartphone application and artificial intelligence: A retrospective observational cross‐sectional study

Masahito Katsuki, Muneto Tatsumoto, Kazuhito Kimoto et al. · Headache The Journal of Head and Face Pain · 2023 · 55 citations · Full text

, , +17

1–5 of 18

Authors

105

  1. AC
    Andrea Critto

    Ca' Foscari University of Venice, Italy

    1 publications · 22 citations

    1

    h-index

  2. EM
    Ellen M. Mikkelsen

    Aarhus University Hospital, Denmark

    1 publications · 10 citations

    1

    h-index

  3. PT
    Patrick Thoral

    Amsterdam University Medical Centers, Netherlands

    1 publications · 39 citations

    1

    h-index

  4. KS
    Karen Schleeweis

    Rocky Mountain Research Station, United States

    1 publications · 21 citations

    1

    h-index

  5. EA
    Emily A. Berner

    Massachusetts General Hospital, United States

    1 publications · 24 citations

    1

    h-index

1–5 of 105

Institutions

58

  1. Leiden University Medical Center

    Leiden, The Netherlands

    2 h-index

    5 publications

    178 citations

  2. Bell Biosystems (United States)

    Berkeley, United States

    1 h-index

    4 publications

    220 citations

  3. Nanao hospital

    Nanao, Japan

    1 h-index

    1 publications

    55 citations

  4. United States Agency for International Development

    Washington D.C., United States

    1 h-index

    2 publications

    58 citations

  5. University of Amsterdam

    Amsterdam, The Netherlands

    1 h-index

    1 publications

    39 citations

  6. University of Lausanne

    Lausanne, Switzerland

    1 h-index

    1 publications

    192 citations

  7. Universidad de Santiago de Chile

    Santiago, Chile

    1 h-index

    1 publications

    23 citations

  8. Monash Health

    Melbourne, Australia

    1 h-index

    4 publications

    72 citations

1–8 of 58

Venues

  1. Journal of Clinical Epidemiology

    1 publications · 18 citations

    1

    h-index

  2. Applied Intelligence

    1 publications · 23 citations

    1

    h-index

  3. Environmental Pollution

    1 publications · 90 citations

    1

    h-index

  4. Clinical Orthopaedics and Related Research

    1 publications · 24 citations

    1

    h-index

  5. Ecological Modelling

    1 publications · 192 citations

    1

    h-index

1–5