8614 search results - page 1449 / 1723 » Mining |
108
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Conventional clustering methods typically assume that each data item belongs to a single cluster. This assumption does not hold in general. In order to overcome this limitation, w...
136
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Practical data mining rarely falls exactly into the supervised learning scenario. Rather, the growing amount of unlabeled data poses a big challenge to large-scale semi-supervised...
113
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
For large-scale classification problems, the training samples can be clustered beforehand as a downsampling pre-process, and then only the obtained clusters are used for training....
122
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Clustering on multi-type relational data has attracted more and more attention in recent years due to its high impact on various important applications, such as Web mining, e-comm...
170
Voted
ICSE
2009
IEEE-ACM
16 years 4 months ago
2009
IEEE-ACM
Software developers have long known that project success requires a robust understanding of both technical and social linkages. However, research has largely considered these inde...