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New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Engelsk Paperback
New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Engelsk Paperback

478 kr
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Om denne bog
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.
Product detaljer
Sprog:
Engelsk
Sider:
88
ISBN-13:
9783319611488
Indbinding:
Paperback
Udgave:
ISBN-10:
3319611488
Udg. Dato:
12 jul 2017
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer International Publishing AG
Oplagsdato:
12 jul 2017
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