Outlier Analysis Contributor(s): Aggarwal, Charu C. (Author) |
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ISBN: 3319475770 ISBN-13: 9783319475776 Publisher: Springer
Binding Type: Hardcover - See All Available Formats & Editions Published: December 2016 |
Additional Information |
BISAC Categories: - Computers | Databases - Data Mining - Computers | Mathematical & Statistical Software - Computers | Intelligence (ai) & Semantics |
Dewey: 005.74 |
Physical Information: 1.4" H x 7.2" W x 10.1" L (2.30 lbs) 466 pages |
Features: Illustrated |
Descriptions, Reviews, Etc. |
Publisher Description: This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the computational framework and therefore appeals to multiple communities. The chapters of this book can be organized into three categories:
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