18 search results - page 1 / 4 » Outlier Detection Using k-Nearest Neighbour Graph |
ICPR
2004
IEEE
15 years 13 hour ago
2004
IEEE
We present an Outlier Detection using Indegree Number (ODIN) algorithm that utilizes k-nearest neighbour graph. Improvements to existing kNN distance -based method are also propos...
AICS
2009
13 years 8 months ago
2009
Multi-class classification algorithms are very widely used, but we argue that they are not always ideal from a theoretical perspective, because they assume all classes are characte...
ICMLA
2004
14 years 9 days ago
2004
Detecting outliers is an important topic in data mining. Sometimes the outliers are more interesting than the rest of the data. Outlier identification has lots of applications, su...
PAKDD
2009
ACM
14 years 3 months ago
2009
ACM
Detecting outliers which are grossly different from or inconsistent with the remaining dataset is a major challenge in real-world KDD applications. Existing outlier detection met...
IJAIT
2008
13 years 11 months ago
2008