Abstract To efficiently resolve outlier detection problem in large scale data sets, an efficient outlier detection algorithm based on Support Vector Data Description (SVDD) was proposed.

• 摘要 为了解决大规模数据中的异常检测问题，提出了基于支持向量数据描述(SVDD)的高效离群数据检测算法。