Outlier Analysis

Outlier Analysis

Aggarwal, Charu C.

Springer International Publishing AG

05/2018

466

Mole

Inglês

9783319837727

15 a 20 dias

920

Descrição não disponível.
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.
Outlier Analysis;Anomaly detection;Outlier detection;Novelty detection;Outlier ensembles;Temporal outlier detection;Temporal anomaly detection;Network outlier detection;Spatial outliers;Streaming outlier detection;Text outliers;Artificial intelligence;Data mining;Machine learning;Matrix factorization