2020

2020-126

KDD'19网络流量异常检测分析方法汇总

基于极值理论的流数据异常检测(SPOT/DSPOT, KDD'17)

在变化特征的数据流中进行实时异常检测(xStream，KDD'18)

实时异常检测(xStream, CMU, KDD'18)

基于Random cut forest的流数据异常检测(rrcf, UPenn, Amazon, ICML'16)

增量计算——方差与协方差

2020-101

Kafaka和Flink的流式处理比较

2019

2019-113

Learning On-the-Job to Re-rank Anomalies from Top-1 Feedback(CMU,SDM'19)

Lifelong Anomaly Detection Through Unlearning(UCB,CCS'19)

Semi-supervised Anomaly Detection with an Application to Water Analytics