166 search results - page 5 / 34 » Outlier Detection for High Dimensional Data |
NN
2010
Springer
14 years 7 months ago
2010
Springer
The ratio of two probability density functions is becoming a quantity of interest these days in the machine learning and data mining communities since it can be used for various d...
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IPPS
2008
IEEE
15 years 3 months ago
2008
IEEE
— When an adaptive software component is employed to select the best-performing implementation for a communication operation at runtime, the correctness of the decision taken str...
DAGSTUHL
2007
14 years 11 months ago
2007
Abstract. Increasingly large multimedia databases in life sciences, ecommerce, or monitoring applications cannot be browsed manually, but require automatic knowledge discovery in d...
KDD
2006
ACM
15 years 9 months ago
2006
ACM
Outlier detection can uncover malicious behavior in fields like intrusion detection and fraud analysis. Although there has been a significant amount of work in outlier detection, ...
CORR
2010
Springer
14 years 9 months ago
2010
Springer
We consider the problem of deciding whether a highly incomplete signal lies within a given subspace. This problem, Matched Subspace Detection, is a classical, wellstudied problem w...