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[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Outlier detection by sampling with accuracy guarantees

โœ Scribed by Abe, Naoki; Zadrozny, Bianca; Langford, John


Book ID
121859534
Publisher
ACM Press
Year
2006
Weight
552 KB
Category
Article
ISBN-13
9781595933393

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[ACM Press the 12th ACM SIGKDD internati
โœ Abe, Naoki; Zadrozny, Bianca; Langford, John ๐Ÿ“‚ Article ๐Ÿ“… 2006 ๐Ÿ› ACM Press โš– 134 KB

Most existing approaches to outlier detection are based on density estimation methods. There are two notable issues with these methods: one is the lack of explanation for outlier flagging decisions, and the other is the relatively high computational requirement. In this paper, we present a novel app