New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension

Melin, Patricia/ Prado-arechiga, German

ISBN 10: 3319611488 / ISBN 13: 9783319611488

Published by Springer-Verlag New York Inc, 2017

About this Item

96 pages. 9.25x6.10x0.23 inches. In Stock.

Seller Inventory # x-3319611488

Bibliographic Details

• Title: New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
• Publisher: Springer-Verlag New York Inc
• Publication Date: 2017
• Language: English
• ISBN 10: 3319611488
• ISBN 13: 9783319611488
• Binding: Paperback
• Condition: Brand New
• Weight: 0.16 kilograms

About this title

Synopsis

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.