Outlier Analysis — Second Edition (Hardcover)
Outlier Analysis — Second Edition (Hardcover)
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Author
Charu C. Aggarwal
ISBN
9783319475776
Publication date
2016-12-22
Binding
Hardcover
About this edition
Charu C. Aggarwal surveys outlier detection through computational methods from data mining, statistics and machine learning.
This second edition introduces core approaches including statistical, proximity-based, high-dimensional and ensemble methods. It then considers detection in particular data domains.
Examples include text, time-series, spatial and network data, connecting algorithms with application settings. The book is a technical learning resource rather than an anomaly-detection service or a guarantee of error-free results.
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Title: Outlier Analysis — Second Edition
Authors: Charu C. Aggarwal
ISBN: 9783319475776
Binding: Hardcover
Edition: Second Edition 2017
Language: English
Pages: 466
Publication date: 2016-12-22
Number of books: 1
Weight (packed): 2.38 pounds
Dimensions (packed): 10.24 x 7.28 x 1.26 inches
Publisher: Springer
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