异常检测算法样例
使用主成分分类器进行异常检测样例
Shyu, M. L., Chen, S. C., Sarinnapakorn, K., & Chang, L. (2003). A Novel Anomaly Detection Scheme Based on Principal Component Classifier. 3rd IEEE International Conference on Data Mining, 353–365.
使用局部离群因子进行异常检测样例
Breuniq, M. M., Kriegel, H. P., Ng, R. T., & Sander, J. (2000). LOF: Identifying density-based local outliers. SIGMOD Record (ACM Special Interest Group on Management of Data), 29(2), 93–104. https://doi.org/10.1145/335191.335388