Concepedia

Data Simplification

Data Simplification is a data abstraction method that reduces the complexity of spatial datasets by selectively removing or generalizing details while preserving essential structural or semantic characteristics for efficient map compilation and appropriate spatial resolution representation.

56

Publications

2.6K

Citations

182

Authors

96

Institutions

Publications per year

2017–2026

21

Parents

Publications

56

Out-of-core simplification of large polygonal models

Peter Lindström · 2000 · 293 citations · Full text

, , +17

The Topology ToolKit

Julien Tierny, Guillaume Favelier, Joshua A. Levine et al. · IEEE Transactions on Visualization and Computer Graphics · 2017 · 207 citations · Full text

, , +17

Optimization approaches for generalization and data abstraction

Monika Sester · International Journal of Geographical Information Systems · 2005 · 177 citations

, , +15

A Statistical Analysis of Mathematical Measures for Linear Simplification

Robert McMaster · The American Cartographer · 1986 · 155 citations

, , +11

kmlShape: An Efficient Method to Cluster Longitudinal Data (Time-Series) According to Their Shapes

Christophe Génolini, René Écochard, Mamoun O. Benghezal et al. · PLoS ONE · 2016 · 111 citations · Full text

, , +13

1–5 of 56

Authors

182

  1. JT
    Julien Tierny

    Centre National de la Recherche Scientifique, France

    2 publications · 243 citations

    2

    h-index

  2. JM
    Joerg Meyer

    University of California, Irvine, United States

    2 publications · 21 citations

    2

    h-index

  3. HS
    Hao Song

    University of Bristol, United Kingdom

    2 publications · 157 citations

    2

    h-index

  4. HF
    Hsi-Yung Feng

    Western University, Canada

    2 publications · 157 citations

    2

    h-index

  5. XZ
    Xiaofang Zhou

    The University of Queensland, Australia

    2 publications · 31 citations

    2

    h-index

1–5 of 182

Institutions

96

  1. The University of Queensland

    Brisbane, Australia

    2 h-index

    4 publications

    62 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    3 publications

    258 citations

  3. Sorbonne Université

    Paris, France

    2 h-index

    4 publications

    657 citations

  4. Peking University

    Beijing, China

    2 h-index

    2 publications

    30 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    142 citations

  6. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    4 publications

    260 citations

  7. Nanjing Normal University

    Nanjing, China

    2 h-index

    3 publications

    54 citations

  8. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    11 publications

    218 citations

1–8 of 96

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 6 publications · 389 citations

    6

    h-index

  2. 4

    h-index

  3. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 134 citations

    2

    h-index

  4. Multimedia Tools and Applications

    2 publications · 65 citations

    2

    h-index

  5. PLoS ONE

    1 publications · 111 citations

    1

    h-index

1–5