67 search results - page 2 / 14 » Detecting Projected Outliers in High-Dimensional Data Stream... |
PAKDD
2009
ACM
13 years 11 months ago
2009
ACM
JMLR
2010
12 years 11 months ago
2010
This work addresses the problem of feature extraction for boosting the performance of outlier detectors in high-dimensional spaces. Recent years have observed the prominence of mu...
ICDE
2009
IEEE
13 years 11 months 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...
VLDB
2004
ACM
13 years 9 months ago
2004
ACM
ICDE
2008
IEEE
14 years 5 months ago
2008
IEEE
In this paper, we present a new technique, called Stream Projected Ouliter deTector (SPOT), to deal with outlier detection problem in high-dimensional data streams. SPOT is unique ...