Title Statements
- Full title :Outlier analysis / Charu C. Aggarwal.
Edition Statements
- Publication Date:2013.
Publication Statements
- Publisher(s):Springer
- Place of Publication:New York
- Language:eng
- Publication Date:2013.
The Physical Object
- Description:xv, 446 pages : : illustrations (some color) ; : 24 cm
Edition Identifiers
- ISBN:1461463955, 9781461463955, 9781461463962, 1461463963
- oclc:ocn821217435
- LC Classification:QA276
- Dewey Decimal:519.52
Table of Contents
An introduction to outlier analysis -- Probabilistic and statistical models for outlier detection -- Linear models for outlier detection -- Proximity-based outlier detection -- High-dimensional outlier detection: The subspace method -- Supervised outlier detection -- Outlier detection in categorical, text and mixed attribute data -- Time series and multidimensional streaming outlier detection -- Outlier detection in discrete sequences -- Spatial outlier detection -- Outlier detection in graphs and networks -- Applications of outlier analysis.
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