8776 search results - page 357 / 1756 » Robust Data Clustering |
185
click to vote
DMIN
2006
15 years 8 months ago
2006
Clustering is the process of locating patterns in large data sets. It is an active research area that provides value to scientific as well as business applications. Practical clust...
180
click to vote
IS
2008
15 years 6 months ago
2008
Performing data mining tasks in streaming data is considered a challenging research direction, due to the continuous data evolution. In this work, we focus on the problem of clust...
170
Voted
NIPS
2004
15 years 8 months ago
2004
Dominant sets are a new graph-theoretic concept that has proven to be relevant in pairwise data clustering problems, such as image segmentation. They generalize the notion of a ma...
181
click to vote
PKDD
2007
Springer
16 years 23 days ago
2007
Springer
Abstract. When seeking for small clusters it is very intricate to distinguish between incidental agglomeration of noisy points and true local patterns. We present the PAMALOC algor...
164
click to vote
ICSE
1999
IEEE-ACM
15 years 11 months ago
1999
IEEE-ACM
Many approaches to support (semi-automatic) identification of objects in legacy code take the data structures as starting point for candidate classes. Unfortunately, legacy data ...