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

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

German Prado-Arechiga / Patricia Melin

48,57 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2017
Materia
Inteligencia artificial
ISBN:
9783319611501
48,57 €
IVA incluido
Disponible

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Sobre IBD

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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