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Outlier Analysis || High-Dimensional Outlier Detection: The Subspace Method

✍ Scribed by Aggarwal, Charu C.


Book ID
120079901
Publisher
Springer New York
Year
2012
Weight
660 KB
Category
Article
ISBN
1461463963

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Outlier detection for high dimensional d
✍ Aggarwal, Charu C.; Yu, Philip S. πŸ“‚ Article πŸ“… 2001 πŸ› Association for Computing Machinery 🌐 English βš– 193 KB

The outlier detection problem has important applications in the field of fraud detection, network robustness analysis, and intrusion detection. Most such applications are high dimensional domains in which the data can contain hundreds of dimensions. Many recent algorithms use concepts of proximity i