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Detecting Features in Spatial Point Processes With Clutter via Model-Based Clustering.

Authors :
Dasgupta, Abhijit
Raftery, Adrian E.
Source :
Journal of the American Statistical Association. Mar1998, Vol. 93 Issue 441, p294-302. 9p. 8 Black and White Photographs, 1 Chart, 5 Graphs.
Publication Year :
1998

Abstract

Addresses the problem of detecting features in spatial point processes when there is substantial clutter. Information about the model-based clustering method; Explanation of the EM algorithm for mixture models; Description of the mclust-em, the proposed modification to the model-based clustering, to deal with the problem; Limitations of the proposed method; Ways of improving the results.

Details

Language :
English
ISSN :
01621459
Volume :
93
Issue :
441
Database :
Academic Search Index
Journal :
Journal of the American Statistical Association
Publication Type :
Academic Journal
Accession number :
413530
Full Text :
https://doi.org/10.1080/01621459.1998.10474110