395 search results - page 1 / 79 » Detecting outliers using transduction and statistical testin... |
KDD
2006
ACM
14 years 5 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, ...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
In this paper, the issue of adapting probabilities for Evolutionary Algorithm (EA) search operators is revisited. A framework is devised for distinguishing between measurements of...
ICDM
2002
IEEE
13 years 9 months ago
2002
IEEE
We have proposed replicator neural networks (RNNs) as an outlier detecting algorithm [15]. Here we compare RNN for outlier detection with three other methods using both publicly a...
ICDM
2008
IEEE
13 years 11 months ago
2008
IEEE
We propose a new statistical approach to the problem of inlier-based outlier detection, i.e., finding outliers in the test set based on the training set consisting only of inlier...
KAIS
2011
12 years 11 months ago
2011
