...), transformer, long-term short-term memory (LSTM) and a combination model (Transformer + LSTM). We elaborate on these models and their selection in the literature review and methods section. Ultimately, this study’s objectives are to replicate previous models examining the factors impacting demand for short...

.../approach Using three data sets from upper-midscale hotels in three locations (i.e. urban, interstate and suburb), from January 1, 2018, to August 31, 2020, three long-term, short-term memory (LSTM) models were evaluated against five traditional forecasting models. Findings The models proposed...