Evolutionary Machine Learning in Linguistic Knowledge Extraction

Name: Evolutionary Machine Learning in Linguistic Knowledge Extraction
Brand: LAP Lambert Academic Publishing
SKU: 9783659891038
Price: 297.61 RON
Availability: InStock

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

Limbă:

Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

Disponibilitate: În depozitul extern

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

Informații despre carte

Autor

Lamiaa Ahmed, Amr Badr, Mostafa Abd El-Azim

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

140

EAN

9783659891038

Enbook ID

13411736

Editura

LAP Lambert Academic Publishing

Greutate

225

Dimensiuni

150 x 220 x 8

Descriere completă

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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