2 papers
cs.LG2021
Helicopter Track Identification with Autoencoder
Liya Wang, Panta Lucic, Keith Campbell +1
Computing power, big data, and advancement of algorithms have led to a renewed interest in artificial intelligence (AI), especially in deep learning (DL). The success of DL largely…
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…