159 search results - page 11 / 32 » Consistent Minimization of Clustering Objective Functions |
ICML
2006
IEEE
16 years 12 days ago
2006
IEEE
Semi-Supervised Support Vector Machines (S3 VMs) are an appealing method for using unlabeled data in classification: their objective function favors decision boundaries which do n...
136
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ICASSP
2011
IEEE
14 years 3 months ago
2011
IEEE
—The low-rank matrix completion problem can be stated as follows: given a subset of the entries of a matrix, find a low-rank matrix consistent with the observations. There exist...
SDM
2008
SIAM
15 years 1 months ago
2008
SIAM
Most clustering algorithms produce a single clustering for a given data set even when the data can be clustered naturally in multiple ways. In this paper, we address the difficult...
84
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PAKDD
2010
ACM
15 years 4 months ago
2010
ACM
Abstract. The definition of a community in social networks varies with applications. To generalize different types of communities, the concept of linkpattern based community was pr...
FSKD
2005
Springer
15 years 5 months ago
2005
Springer
It is important nowadays to provide guidance for individuals or organizations to improve their knowledge according to their objectives, especially in the case of incomplete cogniti...