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New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Patricia Melin, German Prado-Arechiga
Livre broché | Anglais | SpringerBriefs in Applied Sciences and Technology | SpringerBriefs in Computational Intelligence
52,95 €
+ 105 points
Description
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.
Spécifications
Parties prenantes
- Auteur(s) :
- Editeur:
Contenu
- Nombre de pages :
- 88
- Langue:
- Anglais
- Collection :
Caractéristiques
- EAN:
- 9783319611488
- Date de parution :
- 12-07-17
- Format:
- Livre broché
- Format numérique:
- Trade paperback (VS)
- Dimensions :
- 156 mm x 234 mm
- Poids :
- 149 g
