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A directional flow pattern-driven framework for fine-grained air traffic flow prediction

Huipeng Liu, Minghua Hu, Lei Yang

2025Aerospace Science and Technology10 citationsDOI

Topics & Concepts

Computer scienceAir traffic controlTraffic flow (computer networking)GranularityGraphTrajectoryData miningCluster analysisFeature (linguistics)Categorical variableControl flow graphArtificial intelligenceAir traffic managementFlow (mathematics)Feature extractionReal-time computingConvolutional neural networkIntelligent transportation systemTraverseInterference (communication)Machine learningLeverage (statistics)ArchitectureDeep learningNode (physics)Sensor fusionFlow networkArtificial neural networkAir Traffic Management and OptimizationTraffic Prediction and Management TechniquesTraffic control and management
A directional flow pattern-driven framework for fine-grained air traffic flow prediction | Litcius