id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cuesj-1198	Assaad, Mohammad A.; Shakah, Ghazi H.	Optimizing Health Pattern Recognition Particle Swarm Optimization Approach for Enhanced Neural Network Performance	2024	8	.pdf	application/pdf	4794	242	35	Keywords: Health pattern recognition, fuzzy C-means, particle swarm optimization, hyperparameter optimization, health clusters, optimization algorithms INTRODUCTION Health-care analytics, driven by advanced data-driven methodologies, is a key to transforming patient care and outcomes. Features such as “Smoker,” “Body mass index (BMI),” and “GenHlth” provide multifaceted dimensions for analysis, offering a comprehensive view of an individual’s health status.[2] The initial phase of this study leverages FCM clustering to categorize individuals into health clusters based on shared characteristics.	cache/cuesj-1198.pdf	txt/cuesj-1198.txt