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cs.LG2022
Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction
Jiajian Lu, Offer Grembek, Mark Hansen
Surrogate safety measures can provide fast and pro-active safety analysis and give insights on the pre-crash process and crash failure mechanism by studying near misses. However, v…
cs.LG2018★ 21 cited
Predicting Aircraft Trajectories: A Deep Generative Convolutional Recurrent Neural Networks Approach
Yulin Liu, Mark Hansen
Reliable 4D aircraft trajectory prediction, whether in a real-time setting or for analysis of counterfactuals, is important to the efficiency of the aviation system. Toward this en…