Outlier and Anomaly Detection

Name: Outlier and Anomaly Detection
Brand: LAP Lambert Academic Publishing
SKU: 9783846548226
Price: 235.26 RON
Availability: InStock

A Survey of Outlier and Anomaly Detection Methods

Autor: Victoria Hodge

Limbă:

Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

Disponibilitate: În depozitul extern

Expediem în 5-8 zile

235.26 lei

An outlier or anomaly is a data point that is inconsistent with the rest of the data population. Out...

Informații despre carte

Autor

Victoria Hodge

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

112

EAN

9783846548226

Enbook ID

06961651

Editura

LAP Lambert Academic Publishing

Greutate

192

Dimensiuni

150 x 220 x 6

Descriere completă

An outlier or anomaly is a data point that is inconsistent with the rest of the data population. Outlier or anomaly detection has been used for centuries to detect and remove anomalous observations from data. It is used to monitor vital infrastructure such as utility distribution networks, transportation networks, machinery or computer networks for faults. Detection can identify faults before they escalate with potentially catastrophic consequences. Today, principled and systematic detection techniques are used, drawn from the full gamut of Computer Science and Statistics. The book forms a survey of techniques covering statistical, proximity-based, density-based, neural, natural computation, machine learning, distributed and hybrid systems. It identifies their respective motivations and distinguishes their advantages and disadvantages in a comparative review. It aims to provide the reader with a feel of the diversity and multiplicity of techniques available. The survey should be useful to advanced undergraduate and postgraduate computer and library/information science students and researchers analysing and developing outlier and anomaly detection systems.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Outlier and Anomaly Detection

A Survey of Outlier and Anomaly Detection Methods

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și