Evolutionary Algorithm to Generate Ellipsoid Detectors for Negative Selection

Name: Evolutionary Algorithm to Generate Ellipsoid Detectors for Negative Selection
Brand: Biblioscholar
SKU: 9781288395880
Price: 54.68 EUR
Availability: InStock

Автор: Joseph M Shapiro

Език:

Корици: С меки корици

Издател: Biblioscholar

Наличност: Външен склад

Изпращаме след 9-15 дни

54.68 € 106.95 лв

Negative selection is a process from the biological immune system that can be applied to two-class (...

Информация за книгата

Автор

Joseph M Shapiro

Език

Английски език

Корици

Книга - С меки корици

Издадена

2012

страници

162

EAN

9781288395880

ISBN

9781288395880

Enbook ID

08249273

Издател

Biblioscholar

Теглоt

299

Размери

189 x 246 x 9

Пълно описание

Negative selection is a process from the biological immune system that can be applied to two-class (self and nonself) classification problems. Negative selection uses only one class (self) for training, which results in detectors for the other class (nonself). This paradigm is especially useful for problems in which only one class is available for training, such as network intrusion detection. Previous work has investigated hyper-rectangles and hyper-spheres as geometric detectors. This work proposes ellipsoids as geometric detectors. First, we establish a mathematical model for ellipsoids. We develop an algorithm to generate ellipsoids by training on only one class of data. Ellipsoid mutation operators, an objective function, and a convergence technique are described for the evolutionary algorithm that generates ellipsoid detectors.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Evolutionary Algorithm to Generate Ellipsoid Detectors for Negative Selection

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също