1013 search results - page 40 / 203 » Comparisons Between Data Clustering Algorithms |
138
Voted
SSDBM
2006
IEEE
15 years 8 months ago
2006
IEEE
The detection of correlations between different features in high dimensional data sets is a very important data mining task. These correlations can be arbitrarily complex: One or...
140
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ECCV
2004
Springer
16 years 4 months ago
2004
Springer
Abstract. This paper addresses the problem of clustering images of objects seen from different viewpoints. That is, given an unlabelled set of images of n objects, we seek an unsup...
111
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
Semi-supervised clustering algorithms aim to improve clustering results using limited supervision. The supervision is generally given as pairwise constraints; such constraints are...
118
Voted
NIPS
2007
15 years 3 months ago
2007
We propose a model that leverages the millions of clicks received by web search engines to predict document relevance. This allows the comparison of ranking functions when clicks ...
105
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COLT
2010
Springer
15 years 12 days ago
2010
Springer
Clustering is a central unsupervised learning task with a wide variety of applications. Not surprisingly, there exist many clustering algorithms. However, unlike classification ta...