id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
easat-8683	Li, Huiying 	Financial crisis monitoring and prevention of listed companies based on the internet of things and deep learning	2025	15	.pdf	application/pdf	6953	323	50	Based on a multi-layer IoT framework (perception layer, network layer, and application layer) for data collection, a hybrid deep learning model integrating convolutional neural network (CNN) and autoencoder is designed. Keywords: DL, Listed companies, Financial crises, Internet of things, Monitoring and prevention.	cache/easat-8683.pdf	txt/easat-8683.txt