id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
bracis-33638	Oliveira, Francisco B.; Silva-Filho, Moesio W.; Barbosa, Gabriel A.; Freitas, João Paulo; Penna, Chris; Miranda, Péricles B. C.	Machine Learning and Time Series Analysis to Forecast Hotel Room Prices	2024		.htm	text/html	5378	318	49	We employ time series models, including AutoRegressors and Prophet, to capture underlying trends and seasonal variations. Even after normalizing values to account for the number of nights and adults in the reservation, time series prediction models did not perform comparably to tree-based models.	cache/bracis-33638.htm	txt/bracis-33638.txt