GENERALIZED DENSITY CLUSTERING
GENERALIZED DENSITY CLUSTERING
About this item
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Author / Creator
Publisher
Cleveland, OH: Institute of Mathematical Statistics
Journal title
Language
English
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Publication information
Publisher
Cleveland, OH: Institute of Mathematical Statistics
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Scope and Contents
Contents
We study generalized density-based clustering in which sharply defined clusters such as clusters on lower-dimensional manifolds are allowed. We show that accurate clustering is possible even in high dimensions. We propose two data-based methods for choosing the bandwidth and we study the stability properties of density clusters. We show that a simp...
Alternative Titles
Full title
GENERALIZED DENSITY CLUSTERING
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1278861457
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1278861457
Other Identifiers
ISSN
0090-5364
E-ISSN
2168-8966
DOI
10.1214/10-AOS797
