Patricia Melin & German Prado-Arechiga 
New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension [PDF ebook] 

поддержка

In this book, a new approach for diagnosis and risk evaluation of ar-terial hypertension is introduced. The new approach was implement-ed as a hybrid intelligent system combining modular neural net-works and fuzzy systems. The different responses of the hybrid system are combined using fuzzy logic. Finally, two genetic algo-rithms are used to perform the optimization of the modular neural networks parameters and fuzzy inference system parameters. The experimental results obtained using the proposed method on real pa-tient data show that when the optimization is used, the results can be better than without optimization. This book is intended to be a refer-ence for scientists and physicians interested in applying soft compu-ting techniques, such as neural networks, fuzzy logic and genetic algorithms, in medical diagnosis, but also in general to classification and pattern recognition and similar problems.

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Содержание

From the Content: Introduction.- Fuzzy Logic for Arterial Hypertension Classification.- Design of a Neuro Design of a Neuro Design of Arterial Hypertension.

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язык английский ● Формат PDF ● страницы 88 ● ISBN 9783319611495 ● Размер файла 3.9 MB ● издатель Springer International Publishing ● город Cham ● Страна CH ● опубликованный 2017 ● Загружаемые 24 месяцы ● валюта EUR ● Код товара 5075644 ● Защита от копирования Социальный DRM

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