Outlier Analysis /

Detalles Bibliográficos
Autor principal: Aggarwal, Charu C. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edición:2nd ed. 2017.
Materias:
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020 |a 9783319475783 
024 7 |a 10.1007/978-3-319-47578-3  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
100 1 |a Aggarwal, Charu C.  |e author. 
245 1 0 |a Outlier Analysis /  |c by Charu C. Aggarwal. 
250 |a 2nd ed. 2017. 
260 # # |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XXII, 466 p. 78 illus., 13 illus. in color. :  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
505 0 |a 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. 
650 0 |a Data mining. 
650 0 |a Statistics . 
650 0 |a Artificial intelligence. 
650 1 4 |a Data Mining and Knowledge Discovery. 
650 2 4 |a Statistics and Computing/Statistics Programs. 
650 2 4 |a Artificial Intelligence. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks