67 search results - page 3 / 14 » Detecting Projected Outliers in High-Dimensional Data Stream... |
163
Voted
IV
2007
IEEE
16 years 22 days ago
2007
IEEE
High-dimensional data is, by its nature, difficult to visualise. Many current techniques involve reducing the dimensionality of the data, which results in a loss of information. ...
192
Voted
KDD
2005
ACM
15 years 12 months ago
2005
ACM
Outlier detection has recently become an important problem in many industrial and financial applications. In this paper, a novel feature bagging approach for detecting outliers in...
162
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ICDM
2008
IEEE
16 years 27 days ago
2008
IEEE
Sensor networks play an important role in applications concerned with environmental monitoring, disaster management, and policy making. Effective and flexible techniques are need...
182
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IJSNET
2010
15 years 4 months ago
2010
: Data collected by Wireless Sensor Networks (WSNs) are inherently unreliable. Therefore, to ensure high data quality, secure monitoring, and reliable detection of interesting and ...
177
Voted
CIKM
2007
Springer
16 years 18 days ago
2007
Springer
In this work a method for detecting distance-based outliers in data streams is presented. We deal with the sliding window model, where outlier queries are performed in order to de...