Yongjian Xue

Constant False Alarm Rate for Online one Class Svm Learning

Many one class SVM applications require online learning technique when time series data are encountered. Most of the existing methods for online SVM learning are based on C SVM without adapting the constraint parameter dynamically as the number of training samples increases. In such case the false a…