Browsing by Subject "long short-term memory (LSTM) networks"

Browsing by Subject "long short-term memory (LSTM) networks"

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  • Deep learning architecture for UAV traffic-density prediction 
    Alharbi, Abdulrahman; Petrunin, Ivan; Panagiotakopoulos, Dimitrios (MDPI, 2023-01-22)
    The research community has paid great attention to the prediction of air traffic flows. Nonetheless, research examining the prediction of air traffic patterns for unmanned aircraft traffic management (UTM) is relatively ...
  • Traffic flow prediction for UTM application: a deep learning approach 
    Alharbi, Abdulrahman; Petrunin, Ivan; Panagiotakopoulos, Dimitrios (IEEE, 2022-10-31)
    Over the past few years, the research community has focused greatly on predicting air traffic flows, yielding remarkable outcomes. We found that existing literature in the field mainly covers prediction of air traffic flows ...