[PDF][PDF] Spatial hierarchical clustering

AXY Carvalho, PHM Albuquerque… - Revista Brasileira de …, 2009 - biometria.ufla.br
… Note that the clusters obtained by spatial hierarchical clustering with Ward’s method have
… for micro-regions (558 clusters), meso-regions (137 Clusters) and states (27 clusters). In the …

Algorithms for hierarchical clustering: an overview

F Murtagh, P Contreras - Wiley Interdisciplinary Reviews: Data …, 2012 - Wiley Online Library
… We survey agglomerative hierarchical clustering algorithms and … We look at hierarchical
self-organizing maps, and mixture … how spatial display has been used for hierarchical clustering. …

Mapping large spatial flow data with hierarchical clustering

X Zhu, D Guo - Transactions in GIS, 2014 - Wiley Online Library
… partial flow lines that are close in space, both of which cause a … a flow clustering method
that extracts clusters of similar flows … extends the traditional hierarchical clustering method to …

ClustGeo: an R package for hierarchical clustering with spatial constraints

M Chavent, V Kuentz-Simonet, A Labenne… - Computational …, 2018 - Springer
… In this paper, we propose a Ward-like hierarchical clustering algorithm including spatial/…
the “feature space” and the second matrix gives the dissimilarities in the “constraint space”. The …

Algorithms for hierarchical clustering: an overview, II

F Murtagh, P Contreras - Wiley Interdisciplinary Reviews: Data …, 2017 - Wiley Online Library
… We survey agglomerative hierarchical clustering algorithms and … We look at hierarchical
self-organizing maps and mixture … how spatial display has been used for hierarchical clustering. …

Space-time hierarchical clustering for identifying clusters in spatiotemporal point data

DS Lamb, J Downs, S Reader - ISPRS International Journal of Geo …, 2020 - mdpi.com
… This paper proposed an extension to the traditional hierarchical clustering method to
incorporate space, time and attribute information. The space–time hierarchical clustering

Exploring spatial patterns of crime using non-hierarchical cluster analysis

AT Murray, TH Grubesic - Crime modeling and mapping using geospatial …, 2013 - Springer
hierarchical cluster analysis for crime hot spot detection. We detail alternative non-hierarchical
approaches for spatial clustering … and neighborhood characteristics (ie, spatial lag) as a …

Hierarchical clustering of spatially correlated functional data

R Giraldo, P Delicado, J Mateu - Statistica Neerlandica, 2012 - Wiley Online Library
… to find spatiallyspatial information into the clustering analysis have been considered.
Here, we extend these methods to the functional context to fulfil the task of clustering spatially

A hierarchical clustering method for multivariate geostatistical data

F Fouedjio - Spatial Statistics, 2016 - Elsevier
… resulting clusters into meaningful geographical subregions. In this paper, we develop an
agglomerative hierarchical clustering approach that takes into account the spatial dependency …

Density-based spatial clustering of application with noise approach for regionalisation and its effect on hierarchical clustering

RT Sahu, MK Verma, I Ahmad - International Journal of …, 2023 - inderscienceonline.com
… from that of hierarchical cluster analysis. Hierarchical cluster analysis methodology follows
the hypothesis that lower-order moments (eg, variance) show spatial variation over a larger …