[CSUR21] 异常检测方法、模型和分类 (VI) - 分布数据场景

May 30, 2022 Updated On Jun 13, 2022

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

May 27, 2022 Updated On Jun 21, 2022

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

May 27, 2022 Updated On May 31, 2022

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

May 26, 2022 Updated On May 27, 2022

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

May 26, 2022 Updated On Jun 6, 2022

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

May 23, 2022 Updated On May 27, 2022

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

[ICDE07] Continuous Distributed Clustering

May 22, 2022 Updated On May 26, 2022

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

Jun 2, 2021 Updated On Jun 3, 2021

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..