5733 search results - page 166 / 1147 » Clustering Categorical Data |
176
Voted
CVPR
2008
IEEE
16 years 8 months ago
2008
IEEE
We propose a variational bayes approach to the problem of robust estimation of gaussian mixtures from noisy input data. The proposed algorithm explicitly takes into account the un...
168
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DMKD
1997
ACM
15 years 10 months ago
1997
ACM
Clustering in data mining is a discovery process that groups a set of data such that the intracluster similarity is maximized and the intercluster similarity is minimized. These d...
149
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SODA
2010
ACM
16 years 3 months ago
2010
ACM
Correlation clustering is a type of clustering that uses a basic form of input data: For every pair of data items, the input specifies whether they are similar (belonging to the s...
144
Voted
HICSS
2009
IEEE
16 years 28 days ago
2009
IEEE
Big data presents new challenges to both cluster infrastructure software and parallel application design. We present a set of software services and design principles for data inte...
149
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PAKDD
2009
ACM
16 years 27 days ago
2009
ACM
Data mining for intrusion detection can be divided into several sub-topics, among which unsupervised clustering has controversial properties. Unsupervised clustering for intrusion...