| Main Title |
Outlier analysis / |
| Author |
Aggarwal, Charu C.
|
| Publisher |
Springer, |
| Year Published |
2013 |
| OCLC Number |
821217435 |
| ISBN |
1461463955; 9781461463955; 9781461463962; 1461463963 |
| Subjects |
Outliers (Statistics) ;
Data mining
|
| Internet Access |
|
| Holdings |
| Library |
Call Number |
Additional Info |
Location |
Last
Modified |
Checkout
Status |
| ELBM |
QA276.A34 2013 |
|
AWBERC Library/Cincinnati,OH |
02/09/2015 |
|
| Collation |
xv, 446 pages : illustrations (some color) ; 24 cm |
| Notes |
Includes bibliographical references (pages 401-442) and index. |
| Contents Notes |
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. |
