9783319611488 - New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension (SpringerBriefs in Applied Sciences and Technology) von Melin, Patricia (4 Ergebnisse)

Paperback. Zustand: Brand New. 96 pages. 9.25x6.10x0.23 inches. In Stock.

Zustand: New.

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.

Taschenbuch. Zustand: Neu. New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension | Patricia Melin (u. a.) | Taschenbuch | viii | Englisch | 2017 | Springer | EAN 9783319611488 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.