New Developments in Unsupervised Outlier Detection: Algorithms and Applications free ebook download.

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New Developments in Unsupervised Outlier Detection: Algorithms and Applications free ebook download

Category:
Algorithms

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Author(s):	Xiaochun Wang

Date:	2021	Format:	PDF	Language:	English	ISBN/ASIN:	9811595186
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	11/25/2020 9:50:40 AM

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This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such topics as our present understanding of unsupervised outlier detection in general  distance-based and density-based outlier detection in particular  and the applications of the latest findings to boundary point detection and novel object detection.
The book also offers a new perspective on bridging the gap between k-nearest neighbor-based outlier detection and clustering-based outlier detection, laying the groundwork for future advances in unsupervised outlier detection research.

The authors hope the algorithms and applications proposed here will serve as valuable resources for outlier detection researchers for years to come.
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Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2907449	Book	https://k2s.cc/file/c4baa9ada1f0e...		9.60	alex21s

Tags: Algorithms Applications Detection Developments Outlier Unsupervised

Title	Link	Password	Size	Reason

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