Patricia Melin,German Prado-Arechiga's New Hybrid Intelligent Systems for Diagnosis and Risk PDF

By Patricia Melin,German Prado-Arechiga

ISBN-10: 3319611488

ISBN-13: 9783319611488

during this booklet, a brand new technique for analysis and threat assessment of ar-terial high blood pressure is brought. the hot strategy was once implement-ed as a hybrid clever process combining modular neural net-works and fuzzy platforms. different responses of the hybrid method are mixed utilizing fuzzy good judgment. ultimately, genetic algo-rithms are used to accomplish the optimization of the modular neural networks parameters and fuzzy inference method parameters. The experimental effects bought utilizing the proposed strategy on genuine pa-tient facts convey that once the optimization is used, the consequences will be greater than with out optimization. This booklet is meant to be a refer-ence for scientists and physicians drawn to employing tender compu-ting innovations, corresponding to neural networks, fuzzy good judgment and genetic algorithms, in clinical prognosis, but additionally mostly to type and development attractiveness and comparable problems.

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New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension (SpringerBriefs in Applied Sciences and Technology) by Patricia Melin,German Prado-Arechiga


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