Concepedia

Area-based Clustering

Area-Based Clustering is a spatial clustering method that partitions geographic space into contiguous areal units based on shared spatial attributes or proximity, distinguishing it from point-based or distance-based clustering approaches by emphasizing areal extent and adjacency.

54

Publications

2.1K

Citations

187

Authors

85

Institutions

Publications per year

2017–2026

23

Parents

Publications

54

Determination of Optimal Epsilon (Eps) Value on DBSCAN Algorithm to Clustering Data on Peatland Hotspots in Sumatra

Nadia Rahmah, Imas Sukaesih Sitanggang · IOP Conference Series Earth and Environmental Science · 2016 · 159 citations · Full text

, , +17

HOUSEHOLD SURVEY OF DENGUE INFECTION IN CENTRAL BRAZIL: SPATIAL POINT PATTERN ANALYSIS AND RISK FACTORS ASSESSMENT

João Bosco Siqueira, Celina Maria Turchi Martelli, Ivan José Maciel et al. · American Journal of Tropical Medicine and Hygiene · 2004 · 155 citations

, , +17

Automatic gait recognition using area-based metrics

Jeff P. Foster, Mark Nixon, Adam Prügel‐Bennett · Pattern Recognition Letters · 2003 · 146 citations

, , +10

Unsupervised change detection in VHR remote sensing imagery – an object-based clustering approach in a dynamic urban environment

Tobias Leichtle, Christian Geiß, Michael Wurm et al. · International Journal of Applied Earth Observation and Geoinformation · 2016 · 144 citations

, , +16

Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data

Mikko Vastaranta, Ville Kankare, Markus Holopainen et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 108 citations

, , +16

1–5 of 54

Authors

187

  1. NA
    Nabila Amalia Khairani

    Telkom University, Indonesia

    2 publications · 49 citations

    2

    h-index

  2. ES
    Edi Sutoyo

    Telkom University, Indonesia

    2 publications · 49 citations

    2

    h-index

  3. NK
    Nam-Woo Kim

    Daegu Haany University, South Korea

    1 publications · 12 citations

    1

    h-index

  4. TL
    Tobia Lakes

    Humboldt-Universität zu Berlin, Germany

    1 publications · 144 citations

    1

    h-index

  5. IS
    I Shigematsu

    Radiation Effects Research Foundation, Japan

    1 publications · 45 citations

    1

    h-index

1–5 of 187

Institutions

85

  1. Beijing Normal University

    Beijing, China

    2 h-index

    3 publications

    124 citations

  2. Binus University

    Jakarta, Indonesia

    2 h-index

    5 publications

    210 citations

  3. Telkom University

    Bandung, Indonesia

    2 h-index

    4 publications

    98 citations

  4. University of Southampton

    Southampton, United Kingdom

    1 h-index

    3 publications

    438 citations

  5. National Institute of Environmental Research

    Incheon, South Korea

    1 h-index

    1 publications

    48 citations

  6. Humboldt-Universität zu Berlin

    Berlin, Germany

    1 h-index

    1 publications

    144 citations

  7. Universidade Nova de Lisboa

    Lisbon, Portugal

    1 h-index

    2 publications

    62 citations

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

    Cologne, Germany

    1 h-index

    4 publications

    576 citations

1–8 of 85

Venues

  1. Procedia Computer Science

    3 publications · 81 citations

    3

    h-index

  2. 2

    h-index

  3. Journal of Physics Conference Series

    1 publications · 71 citations

    2

    h-index

  4. Computers & Geosciences

    CAGEO · 2 publications · 41 citations

    2

    h-index

  5. IEEE Transactions on Computers

    2 publications · 98 citations

    2

    h-index

1–5