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Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis

Produktform: E-Buch Text Elektronisches Buch in proprietärem

In this book, tests were made with different architectures proposed in the different modules of the proposed model. First, it was possible to obtain the architecture of the fuzzy classifiers for the level of blood pressure and for the pressure load, and these were optimized with the different bio-inspired algorithms (Genetic Algorithm and Chicken Swarm Optimization). Secondly, we tested with a local database of 300 patients and good results were obtained. It is worth mentioning that this book is an important part of the proposed general model; for this reason, we consider that these modules have a good performance in a particular way, but it is advisable to perform more tests once the general model is completed. weiterlesen

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-3-030-60481-3 / 978-3030604813 / 9783030604813

Verlag: Springer International Publishing

Erscheinungsdatum: 27.10.2020

Seiten: 103

Autor(en): Patricia Melin, German Prado-Arechiga, Juan Carlos Guzmán, German Prado Arechiga

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