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作者 Melin, Patricia, author
書名 New hybrid intelligent systems for diagnosis and risk evaluation of arterial hypertension / by Patricia Melin, German Prado-Arechiga
出版項 Cham : Springer International Publishing : Imprint: Springer, 2018
國際標準書號 9783319611495 (electronic bk.)
9783319611488 (paper)
國際標準號碼 10.1007/978-3-319-61149-5 doi
book jacket
說明 1 online resource (viii, 88 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
系列 SpringerBriefs in applied sciences and technology, 2191-530X
SpringerBriefs in applied sciences and technology
附註 From the Content: Introduction -- Fuzzy Logic for Arterial Hypertension Classification -- Design of a Neuro Design of a Neuro Design 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 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
Host Item Springer eBooks
主題 Hypertension -- Diagnosis
Hypertension -- Risk assessment
Neural networks (Computer science)
Soft computing
Fuzzy logic
Engineering
Computational Intelligence
Biomedical Engineering
Health Informatics
Alt Author Prado-Arechiga, German, author
SpringerLink (Online service)
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