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cs.LG2025
BiDepth: A Bidirectional-Depth Neural Network for Spatio-Temporal Prediction
Sina Ehsani, Fenglian Pan, Qingpei Hu +1
Accurate spatial-temporal (ST) prediction for dynamic systems, such as urban mobility and weather patterns, is crucial but hindered by complex ST correlations and the challenge of…
cs.LG2024
Predicting the Skies: A Novel Model for Flight-Level Passenger Traffic Forecasting
Sina Ehsani, Elina Sergeeva, Wendy Murdy +1
Accurate prediction of flight-level passenger traffic is of paramount importance in airline operations, influencing key decisions from pricing to route optimization. This study int…