New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial
Hypertension (SpringerBriefs in Applied Sciences and Technology)
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9783319611488 - Patricia Melin: New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Patricia Melinsearch

New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertensionsearch

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ISBN: 9783319611488search or 3319611488, in german, Springer-Verlag Gmbh, hardcover, New.

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New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation 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. Englisch, Buch.
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9783319611488 - Patricia Melin, German Prado-Arechiga: New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension (SpringerBriefs in Applied Sciences and Technology)
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Patricia Melin, German Prado-Arechigasearch

New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension (SpringerBriefs in Applied Sciences and Technology) (2017)search

Delivery from: Germany EN HC NW FE

ISBN: 9783319611488search or 3319611488, in english, Springer, hardcover, New, first edition.

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9783319611488 - Patricia Melin: New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Patricia Melinsearch

New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertensionsearch

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ISBN: 9783319611488search or 3319611488, in german, Springer International Publishing, hardcover, New.

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New-Hybrid-Intelligent-Systems-for-Diagnosis-and-Risk-Evaluation-of-Arterial-Hypertension~~Patricia-Melin, New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension, hardcover.