Mar 29, 2011
A Survey of Outlier Detection Methods in Network Anomaly Identification
The detection of outliers has gained considerable interest in data mining with the realization that outliers can be the key discovery to be made from very large databases. Outliers arise due to various reasons such as mechanical faults, changes in system behavior, fraudulent behavior, human error and instrument error.