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Outlier analysis

Aggarwal, Charu C.

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Outlier analysis

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Outlier analysis/ by Charu C. Aggarwal.
作者:	Aggarwal, Charu C.
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xxii, 466 p. :ill., digital ;24 cm.
內容註:	An Introduction to Outlier Analysis -- Probabilistic Models for Outlier Detection -- Linear Models for Outlier Detection -- Proximity-Based Outlier Detection -- High-Dimension Outlier Detection -- Outlier Ensembles -- Supervised Outlier Detection -- Categorical, Text, and Mixed Attribute Data -- Time Series and Streaming Outlier Detection -- Outlier Detection in Discrete Sequences -- Spatial Outlier Detection -- Outlier Detection in Graphs and Networks -- Applications of Outlier Analysis.
Contained By:	Springer eBooks
標題:	Outliers (Statistics) -
電子資源:	http://dx.doi.org/10.1007/978-3-319-47578-3
ISBN:	9783319475783

Outlier analysis
Aggarwal, Charu C.

Outlier analysis[electronic resource] /by Charu C. Aggarwal. - 2nd ed. - Cham :Springer International Publishing :2017. - xxii, 466 p. :ill., digital ;24 cm.

An Introduction to Outlier Analysis -- Probabilistic Models for Outlier Detection -- Linear Models for Outlier Detection -- Proximity-Based Outlier Detection -- High-Dimension Outlier Detection -- Outlier Ensembles -- Supervised Outlier Detection -- Categorical, Text, and Mixed Attribute Data -- Time Series and Streaming Outlier Detection -- Outlier Detection in Discrete Sequences -- Spatial Outlier Detection -- Outlier Detection in Graphs and Networks -- Applications of Outlier Analysis.

ISBN: 9783319475783

Standard No.: 10.1007/978-3-319-47578-3doiSubjects--Topical Terms:

646508
Outliers (Statistics)

LC Class. No.: QA276

Dewey Class. No.: 519.52

Outlier analysis
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