Deep Multilayer Neural Network with Weights Optimization-Based Genetic Algorithm for Predicting Hypothyroid Disease

Accurate diagnosis and effective treatment of thyroid conditions, such as hypothyroidism and hyperthyroidism, are crucial due to their wide-ranging symptoms and consequences. However, conventional back-propagation neural networks have limitations, including slow convergence and susceptibility to loc...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Arabian journal for science and engineering (2011) 2024-09, Vol.49 (9), p.11967-11990
Hauptverfasser:	El-Hassani, Fatima Zahrae, Fatih, Fatima, Joudar, Nour-Eddine, Haddouch, Khalid
Format:	Artikel
Sprache:	eng
Schlagworte:	Back propagation Back propagation networks Engineering Evolutionary algorithms Genetic algorithms Humanities and Social Sciences multidisciplinary Multilayers Neural networks Optimization Propagation Research Article-Computer Engineering and Computer Science Science Thyroid gland
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!