1836 search results - page 182 / 368 » Mining Clustering Dimensions |
194
click to vote
CVPR
2004
IEEE
16 years 8 months ago
2004
IEEE
We consider the problem of clustering data lying on multiple subspaces of unknown and possibly different dimensions. We show that one can represent the subspaces with a set of pol...
172
click to vote
ICIP
2006
IEEE
16 years 8 months ago
2006
IEEE
The Visual Thesaurus is a new query approach when no starting image is available. It is a concise representation of all similar regions in a panel of visual patches; the user arra...
204
click to vote
APWEB
2006
Springer
15 years 10 months ago
2006
Springer
Clustering is to identify densely populated subgroups in data, while correlation analysis is to find the dependency between the attributes of the data set. In this paper, we combin...
163
click to vote
FPL
2006
Springer
15 years 10 months ago
2006
Springer
High-performance document clustering systems enable similar documents to automatically self-organize into groups. In the past, the large amount of computational time needed to clu...
154
click to vote
ICDM
2006
IEEE
16 years 8 days ago
2006
IEEE
High dimensionality remains a significant challenge for document clustering. Recent approaches used frequent itemsets and closed frequent itemsets to reduce dimensionality, and to...