2 papers
cs.LG2021
Flight Demand Forecasting with Transformers
Liya Wang, Amy Mykityshyn, Craig Johnson +1
Transformers have become the de-facto standard in the natural language processing (NLP) field. They have also gained momentum in computer vision and other domains. Transformers can…
cs.LG2020
Deep Learning for Flight Demand Forecasting
Liya Wang, Amy Mykityshyn, Craig Johnson +1
Inspired by the success of deep learning (DL) in natural language processing (NLP), we applied cutting-edge DL techniques to predict flight departure demand in a strategic time hor…