New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
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 t…
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Produktdetails
Weitere Autoren: Prado-Arechiga, German
- ISBN: 978-3-319-61148-8
- EAN: 9783319611488
- Produktnummer: 31950778
- Verlag: Springer Nature EN
- Sprache: Englisch
- Erscheinungsjahr: 2017
- Seitenangabe: 88 S.
- Masse: H23.5 cm x B15.5 cm 1'591 g
- Auflage: 1st ed. 2018
- Abbildungen: Farb., s/w. Abb.
- Gewicht: 1591
- Sonstiges: Research
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