Evolutionary Machine Learning in Linguistic Knowledge Extraction

Name: Evolutionary Machine Learning in Linguistic Knowledge Extraction
Brand: LAP Lambert Academic Publishing
SKU: 9783659891038
Price: 56.47 EUR
Availability: InStock

Автор: Lamiaa Ahmed, Amr Badr, Mostafa Abd El-Azim

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Външен склад

Изпращаме след 5-8 дни

56.47 € 110.45 лв

This book is proposing a hybrid algorithm of two fuzzy genetic-based machine learning approaches - M...

Информация за книгата

Автор

Lamiaa Ahmed, Amr Badr, Mostafa Abd El-Azim

Език

Английски език

Корици

Книга - С меки корици

Издадена

2016

страници

140

EAN

9783659891038

Enbook ID

13411736

Издател

LAP Lambert Academic Publishing

Теглоt

225

Размери

150 x 220 x 8

Пълно описание

This book is proposing a hybrid algorithm of two fuzzy genetic-based machine learning approaches - Michigan and Pittsburgh - for designing fuzzy rule-based classification systems. The search ability of each approach is examined to efficiently find fuzzy rule-based systems with high classification accuracy. These two approaches are combined into a single hybrid algorithm. The generalization ability of fuzzy rule-based classification systems, designed by the proposed hybrid algorithm is examined on real data sets. Experimental results show that the hybrid algorithm has higher search ability within a population of individual rules and within a population of rule sets.

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Evolutionary Machine Learning in Linguistic Knowledge Extraction

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