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191
Voted
IRAL
2003
ACM
16 years 25 days ago
2003
ACM
In this paper, we examine how to improve the precision and recall of document clustering by utilizing meta-data. We use meta-data through NewsML tags to assist clustering and show...
177
Voted
CBMS
2004
IEEE
15 years 11 months ago
2004
IEEE
Ensemble techniques have been successfully applied in the context of supervised learning to increase the accuracy and stability of classification. Recently, analogous techniques fo...
206
Voted
CLUSTER
2000
IEEE
15 years 11 months ago
2000
IEEE
This paper presents a new approach towards parallel I/O for message-passing (MPI) applications on clusters built with commodity hardware and an SCI interconnect: instead of using t...
217
Voted
SDM
2008
SIAM
15 years 9 months ago
2008
SIAM
The recent years have witnessed a surge of interests of semi-supervised clustering methods, which aim to cluster the data set under the guidance of some supervisory information. U...
185
click to vote
ACL
2003
15 years 9 months ago
2003
Previous research has demonstrated the utility of clustering in inducing semantic verb classes from undisambiguated corpus data. We describe a new approach which involves clusteri...