Concepedia

Spatial Feature Selection

Spatial Feature Selection is a dimensionality reduction technique that identifies and retains the most relevant spatial attributes or variables for modeling spatial patterns and processes, differentiating itself by explicitly accounting for spatial autocorrelation and spatial heterogeneity in the selection criteria.

98

Publications

7.8K

Citations

335

Authors

188

Institutions

Publications per year

2017–2026

47

Parents

Publications

98

ADJUST: An automatic EEG artifact detector based on the joint use of spatial and temporal features

Andrea Mognon, Jorge Jovicich, Lorenzo Bruzzone et al. · Psychophysiology · 2010 · 1.3K citations · Full text

, , +16

Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation

Hanna Meyer, Christoph Reudenbach, Tomislav Hengl et al. · Environmental Modelling & Software · 2017 · 518 citations

, , +13

Importance of spatial predictor variable selection in machine learning applications – Moving from data reproduction to spatial prediction

Hanna Meyer, Christoph Reudenbach, Stephan Wöllauer · Ecological Modelling · 2019 · 435 citations · Full text

, , +17

Skeleton based action recognition with convolutional neural network

Yong Du, Yun Fu, Liang Wang · 2015 · 430 citations

, , +15

Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking

IEEE Transactions on Image Processing · 2019 · 359 citations · Full text

, , +14

1–5 of 98

Authors

335

  1. KR
    Kyle R. Cave

    University of Southampton, United Kingdom

    3 publications · 332 citations

    3

    h-index

  2. AS
    Anna Schubö

    Philipps University of Marburg, Germany

    2 publications · 84 citations

    2

    h-index

  3. AH
    Anna Heuer

    Philipps University of Marburg, Germany

    2 publications · 84 citations

    2

    h-index

  4. CR
    Christoph Reudenbach

    Philipps University of Marburg, Germany

    2 publications · 953 citations

    2

    h-index

  5. CC
    Christopher Conrad

    University of Würzburg, Germany

    2 publications · 86 citations

    2

    h-index

1–5 of 335

Institutions

188

  1. Philipps University of Marburg

    Marburg, Germany

    4 h-index

    8 publications

    2.1K citations

  2. Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

    Cologne, Germany

    3 h-index

    3 publications

    100 citations

  3. University of Iowa

    Iowa City, United States

    3 h-index

    6 publications

    98 citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    11 publications

    1.4K citations

  5. Wuhan University

    Wuhan, China

    3 h-index

    8 publications

    281 citations

  6. University of Southern California

    Los Angeles, United States

    2 h-index

    4 publications

    122 citations

  7. Xidian University

    Xi'an, China

    2 h-index

    10 publications

    1.6K citations

  8. Ghent University

    Ghent, Belgium

    2 h-index

    8 publications

    928 citations

1–8 of 188

Venues

  1. Remote Sensing

    6 publications · 608 citations

    6

    h-index

  2. Sensors

    3 publications · 113 citations

    3

    h-index

  3. Journal of Neurophysiology

    JN · 2 publications · 60 citations

    2

    h-index

  4. Attention Perception & Psychophysics

    2 publications · 33 citations

    2

    h-index

  5. 2

    h-index

1–5