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Google圖書搜尋
New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Patricia Melin
German Prado-Arechiga
出版
Springer
, 2017-07-04
主題
Technology & Engineering / Engineering (General)
Technology & Engineering / Biomedical
Medical / General
Computers / Artificial Intelligence / General
Technology & Engineering / General
Medical / Instruments & Supplies
ISBN
3319611496
9783319611495
URL
http://books.google.com.hk/books?id=JA4rDwAAQBAJ&hl=&source=gbs_api
EBook
SAMPLE
註釋
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.