Spatial Clustering

Spatial Clustering is a spatial data analysis technique that identifies non-random, geographically localized groupings of phenomena by distinguishing them from dispersed or random patterns through the detection of proximity-based aggregations in spatially referenced data.

4.6K

Publications

373.7K

Citations

11.9K

Authors

3.3K

Institutions

Publications per year

2017–2026

1.8K

Parents

Spatial AnalysisSpatial Data AnalysisSpatial Statistics

Children

Area-based ClusteringBayesian Spatial ClusteringCluster Number SelectionCluster ValidationDisease Cluster AnalysisDistance-based Spatial ClusteringElliptic Scan StatisticsFuzzy Spatial ClusteringGeostatistical ClusteringGraph-based Spatial Clustering

Publications

4.6K

A density-based algorithm for discovering clusters in large spatial Databases with Noise

Martin Ester, Hans‐Peter Kriegel, Jörg Sander et al. · 1996 · 19.1K citations

Computing, Computer Science, Geoinformatics +14

Local Indicators of Spatial Association—LISA

Luc Anselin · Geographical Analysis · 1995 · 12.5K citations · Full text

Computing, Geography, Geoinformatics +13

The detection of disease clustering and a generalized regression approach.

Nathan Mantel · PubMed · 1967 · 11.7K citations · Full text

Public Health, Biostatistics, Epidemiologic Methods +16

STATISTICS FOR SPATIAL DATA

Noel Cressie · Terra Nova · 1992 · 8.9K citations

Computing, Geography, Geoinformatics +12

Algorithms for Clustering Data

Warren S. Sarle, Anil K. Jain, Richard C. Dubes · Technometrics · 1990 · 7.8K citations

Computing, Computer Science, Algorithms +9

1–5 of 4.6K

Authors

11.9K

MK
Martin Kulldorff
Harvard University, United States
22 publications · 8.1K citations
20
h-index
MD
Min Deng
Central South University, China
24 publications · 905 citations
16
h-index
TP
Tao Pei
Institute of Geographic Sciences and Natural Resources Research, China
15 publications · 528 citations
15
h-index
LW
Lizhen Wang
Yunnan University, China
17 publications · 568 citations
15
h-index
QL
Qiliang Liu
Central South University, China
14 publications · 466 citations
13
h-index

1–5 of 11.9K

Institutions

3.3K

1–8 of 3.3K

Venues

International Journal of Geographical Information Systems
71 publications · 3.8K citations
36
h-index
Geographical Analysis
62 publications · 26.5K citations
36
h-index
Expert Systems with Applications
55 publications · 2.9K citations
31
h-index
Pattern Recognition
45 publications · 3.5K citations
30
h-index
Statistics in Medicine
54 publications · 4.5K citations
30
h-index

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