[CSUR21] 异常检测方法、模型和分类 (VI) - 分布数据场景

Boukerche, Azzedine, Lining Zheng, and Omar Alfandi. “Outlier Detection: Methods, Models, and Classification.” ACM Computing Surveys 53, no. 3 (May..


[CSUR21] 异常检测方法、模型和分类 (V) - 流数据场景

Boukerche, Azzedine, Lining Zheng, and Omar Alfandi. “Outlier Detection: Methods, Models, and Classification.” ACM Computing Surveys 53, no. 3 (May..


[CSUR21] 异常检测方法、模型和分类 (VI) - 高维数据场景

Boukerche, Azzedine, Lining Zheng, and Omar Alfandi. “Outlier Detection: Methods, Models, and Classification.” ACM Computing Surveys 53, no. 3 (May..


[CSUR21] 异常检测方法、模型和分类 (III) - 投影方法

Boukerche, Azzedine, Lining Zheng, and Omar Alfandi. “Outlier Detection: Methods, Models, and Classification.” ACM Computing Surveys 53, no. 3 (May..


[CSUR21] 异常检测方法、模型和分类 (II) - 近邻方法

Boukerche, Azzedine, Lining Zheng, and Omar Alfandi. “Outlier Detection: Methods, Models, and Classification.” ACM Computing Surveys 53, no. 3 (May..


[CSUR21] 异常检测方法、模型和分类 (I) - 总览

Boukerche, Azzedine, Lining Zheng, and Omar Alfandi. “Outlier Detection: Methods, Models, and Classification.” ACM Computing Surveys 53, no. 3 (May..


[ICDE07] Continuous Distributed Clustering

Cormode, Graham, S. Muthukrishnan, and Wei Zhuang. “Conquering the Divide: Continuous Clustering of Distributed Data Streams.” In 2007 IEEE 23rd In..


Data Sketching笔记 - Quantiles

本文是对于分位数(Quantiles)计算方法的总结,主要基于Data Sketching技术。 计算分位数Quantiles的计算非常基础,被认为是和sum、max、top-k、count-distinct一样十分基础的数据操作。Quantiles是分布的一种近似表达,许多分布的相似度可以..