3 papers
cs.LG2025
A Predictive Services Architecture for Efficient Airspace Operations
Ítalo Romani de Oliveira, Samet Ayhan, Glaucia Balvedi +5
Predicting air traffic congestion and flow management is essential for airlines and Air Navigation Service Providers (ANSP) to enhance operational efficiency. Accurate estimates of…
cs.AI2023
Big data-driven prediction of airspace congestion
Samet Ayhan, Ítalo Romani de Oliveira, Glaucia Balvedi +3
Air Navigation Service Providers (ANSP) worldwide have been making a considerable effort for the development of a better method to measure and predict aircraft counts within a part…
eess.SY2023
Stochastic Flight Plan Optimization
Ítalo Romani de Oliveira, Steve Altus, Sergey Tiourine +3
Airline operations are subject to many uncertainties, such as weather, varying demand, maintenance events, congestion, etc. Large amounts of information are currently ignored due t…