Patricia Melin, German Prado-Arechiga

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

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• SpringerBriefs in Applied Sciences and Technology
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-61148-8
• 1st ed. 2018
• Seitenzahl: 88
• Englisch
• Abmessung: 237mm x 134mm x 8mm
• Gewicht: 174g
• ISBN-13: 9783319611488
• ISBN-10: 3319611488
• Artikelnr.: 48244174

Inhaltsangabe

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