2 citations · 2 across the 6 of their papers we have counts for
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cs.LG2020
Autoencoding Features for Aviation Machine Learning Problems
Liya Wang, Panta Lucic, Keith Campbell +1
The current practice of manually processing features for high-dimensional and heterogeneous aviation data is labor-intensive, does not scale well to new problems, and is prone to i…
cs.LG2020★ 2 cited
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…