An Adaptive Sweep-Circle Spatial Clustering Algorithm Based on Gestalt

An adaptive spatial clustering (ASC) algorithm is proposed in this present study, which employs sweep-circle techniques and a dynamic threshold setting based on the Gestalt theory to detect spatial clusters. The proposed algorithm can automatically discover clusters in one pass, rather than through...

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Bibliographic Details
Published in:	ISPRS international journal of geo-information Vol. 6; no. 9; p. 272
Main Authors:	Zhan, Qingming, Deng, Shuguang, Zheng, Zhihua
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.09.2017
Subjects:	Adaptive algorithms Algorithms Clustering Clusters Data data collection data stream Data transmission Delaunay triangulation Dynamic characteristics Economic models Gestalt theory Mathematical models spatial clustering Spatial data sweep-circle trees Voronoi graphs
ISSN:	2220-9964, 2220-9964
Online Access:	Get full text
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