Evolutionary Machine Learning in Linguistic Knowledge Extraction

Name: Evolutionary Machine Learning in Linguistic Knowledge Extraction
Brand: LAP Lambert Academic Publishing
SKU: 9783659891038
Price: 20645 HUF
Availability: InStock

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

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

Küldés 5-8 napon belül

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

Információk a könyvről

Szerző

Lamiaa Ahmed, Amr Badr, Mostafa Abd El-Azim

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2016

oldal

140

EAN

9783659891038

Enbook ID

13411736

Kiadó

LAP Lambert Academic Publishing

Súly

225

Méretek

150 x 220 x 8

Teljes leírás

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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