17390 search results - page 388 / 3478 » Distributed Data Clustering |
151
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CEC
2009
IEEE
15 years 11 months ago
2009
IEEE
This paper describes an evolutionary clustering algorithm, which can partition a given dataset automatically into the optimal number of groups through one shot of optimization. The...
120
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COCOON
2009
Springer
15 years 11 months ago
2009
Springer
We introduce overlap cluster graph modification problems where, other than in most previous work, the clusters of the target graph may overlap. More precisely, the studied graph p...
119
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AUSAI
2009
Springer
15 years 11 months ago
2009
Springer
Abstract. In Minimum Message Length (MML) clustering (unsupervised classification, mixture modelling) the aim is to infer a set of classes that best explains the observed data ite...
162
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SBBD
2003
15 years 6 months ago
2003
Despite its benefit in a wide range of applications, data mining techniques also have raised a number of ethical issues. Some such issues include those of privacy, data security,...
178
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SODA
2012
ACM
13 years 7 months ago
2012
ACM
Statistical data frequently includes outliers; these can distort the results of estimation procedures and optimization problems. For this reason, loss functions which deemphasize ...