HASTA: A Hierarchical-Grid Clustering Algorithm with Data Field

In this paper, a novel clustering algorithm, HASTA (HierArchical-grid cluStering based on daTA field), is proposed to model the dataset as a data field by assigning all the data objects into qusantized grids. Clustering centers of HASTA are defined to locate where the maximum value of local potentia...

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Bibliographic Details

Published in:	International journal of data warehousing and mining Vol. 10; no. 2; pp. 39 - 54
Main Authors:	Wang, Shuliang, Chen, Yasen
Format:	Journal Article
Language:	English
Published:	Hershey IGI Global 01.04.2014
Subjects:	Algorithms Arbitrariness Big Data Clustering Clustering (Computers) Clusters Complexity Data mining Data warehousing Datasets Derivatives Geospatial data Hierarchies Methods
ISSN:	1548-3924, 1548-3932
Online Access:	Get full text
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