21 search results - page 1 / 5 » Improving Prediction of Distance-Based Outliers |
DIS
2004
Springer
13 years 10 months ago
2004
Springer
ICPR
2004
IEEE
14 years 6 months 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...
ESEM
2007
ACM
13 years 9 months ago
2007
ACM
In this paper, we experimentally evaluated the effect of outlier detection methods to improve the prediction performance of fault-proneness models. Detected outliers were removed ...
ICONIP
2004
13 years 6 months ago
2004
Recently, the Support Vector Regression (SVR) has been applied in the financial time series prediction. The financial data are usually highly noisy and contain outliers. Detecting ...
CHI
2008
ACM
14 years 5 months ago
2008
ACM
Informal analysis of many usability tests suggests that there is regularly one participant that is substantially slower than all the others. Moreover, such outliers are more extre...