100 search results - page 1 / 20 » A Framework for Projected Clustering of High Dimensional Dat... |
VLDB
2004
ACM
14 years 11 months ago
2004
ACM
ICDE
2009
IEEE
15 years 24 days ago
2009
IEEE
— In this paper, we will study the problem of projected clustering of uncertain data streams. The use of uncertainty is especially important in the high dimensional scenario, bec...
APWEB
2006
Springer
14 years 9 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...
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SDM
2012
SIAM
12 years 8 months ago
2012
SIAM
Clustering of high dimensional data streams is an important problem in many application domains, a prominent example being network monitoring. Several approaches have been lately ...
DEXA
2009
Springer
15 years 17 days ago
2009
Springer
Abstract. In this paper, we study the problem of projected outlier detection in high dimensional data streams and propose a new technique, called Stream Projected Ouliter deTector ...