8776 search results - page 342 / 1756 » Robust Data Clustering |
167
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PVLDB
2010
15 years 5 months ago
2010
Large data resources are ubiquitous in science and business. For these domains, an intuitive view on the data is essential to fully exploit the hidden knowledge. Often, these data...
168
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BIBM
2008
IEEE
16 years 1 months ago
2008
IEEE
We present an EM-based clustering method that can be used for constructing or augmenting ontologies such as MeSH. Our algorithm simultaneously clusters verbs and nouns using both ...
181
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ICMCS
2008
IEEE
16 years 1 months ago
2008
IEEE
We investigate the symmetric Kullback-Leibler (KL2) distance in speaker clustering and its unreported effects for differently-sized feature matrices. Speaker data is represented a...
147
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ECML
2004
Springer
16 years 8 hour ago
2004
Springer
This report contains derivations which did not fit into the paper [3]. Associative clustering (AC) is a method for separately clustering two data sets when one-to-one association...
165
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AAAI
2006
15 years 8 months ago
2006
Several researchers have illustrated that constraints can improve the results of a variety of clustering algorithms. However, there can be a large variation in this improvement, e...