2720 search results - page 62 / 544 » Parallel Pairwise Clustering. |
114
Voted
CVPR
2003
IEEE
16 years 2 months ago
2003
IEEE
We address the problem of robust clustering by combining data partitions (forming a clustering ensemble) produced by multiple clusterings. We formulate robust clustering under an ...
97
Voted
ICML
2005
IEEE
16 years 1 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...
100
Voted
WWW
2007
ACM
16 years 1 months ago
2007
ACM
In this paper, we propose a new similarity measure to compute the pairwise similarity of text-based documents based on suffix tree document model. By applying the new suffix tree ...
103
click to vote
ICDM
2008
IEEE
15 years 7 months ago
2008
IEEE
Wikipedia has been applied as a background knowledge base to various text mining problems, but very few attempts have been made to utilize it for document clustering. In this pape...
87
Voted
CLEF
2010
Springer
15 years 1 months ago
2010
Springer
A good clustering performance depends on the quality of the distance function used to asses similarity. In this paper we propose a pairwise document coreference model to improve pe...