Nature-inspired Optimization of Type-2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis
This book describes the utilization of different soft computing techniques and their optimization for providing an accurate and efficient medical diagnosis. The proposed method provides a precise and timely diagnosis of the risk that a person has to develop a particular disease, but it can be adaptable to provide the diagnosis of different diseases. This book reflects the experimentation that was carried out, based on the different optimizations using bio-inspired algorithms (such as bird swarm algorithm, flower pollination algorithms, and others). In particular, the optimizations were carried out to design the fuzzy classifiers of the noctur…
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Produktdetails
Weitere Autoren: Prado Arechiga, German / Miramontes, Ivette
- ISBN: 978-3-030-82218-7
- EAN: 9783030822187
- Produktnummer: 37227647
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2021
- Seitenangabe: 136 S.
- Masse: H23.5 cm x B15.5 cm x D0.7 cm 219 g
- Auflage: 1st ed. 2022
- Abbildungen: Paperback
- Gewicht: 219
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