Flight trajectory prediction enabled by time-frequency wavelet transform

Zheng Zhang, Dongyue Guo, Shizhong Zhou, +2

Nature Communications

High AccuracyFlight Trajectory PredictionEngineeringData ScienceAerospace Engineering +12

Deep learning based short-term air traffic flow prediction considering temporal–spatial correlation

Yi Lin, Jianwei Zhang, Hong Liu

Aerospace Science and Technology

Convolutional Neural NetworkSpatiotemporal DiagnosticsMachine LearningData ScienceEngineering +5

Automated traffic incident detection with a smaller dataset based on generative adversarial networks

Yi Lin, Linchao Li, Hailong Jing, +2

Accident Analysis & Prevention

Intelligent Traffic ManagementEngineeringMachine LearningData ScienceGenerative Adversarial Network +10

Removal of Cadmium (II) using water hyacinth (Eichhornia crassipes) biochar alginate beads in aqueous solutions

Cenwei Liu, Jing Ye, Yi Lin, +4

Environmental Pollution

BiocharEngineeringHealth SciencesEichhornia CrassipesEnvironmental Engineering +7

Real-time traffic incident detection based on a hybrid deep learning model

Linchao Li, Yi Lin, Bowen Du, +2

Transportmetrica A Transport Science

Data AugmentationSmall Sample SizesEngineeringMachine LearningData Science +13

A Real-Time ATC Safety Monitoring Framework Using a Deep Learning Approach

Yi Lin, Linjie Deng, Zhengmao Chen, +3

IEEE Transactions on Intelligent Transportation Systems

Asr ModelReal-time MonitoringEngineeringMachine LearningFault Forecasting +20

Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge

Kimberley M. Timmins, Irene C. van der Schaaf, Edwin Bennink, +35

NeuroImage

FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction

Dongyue Guo, Edmond Q. Wu, Yuankai Wu, +3

IEEE Transactions on Intelligent Transportation Systems

Artificial IntelligenceEngineeringMachine LearningAutoencodersFlight Trajectory +18

A Unified Framework for Multilingual Speech Recognition in Air Traffic Control Systems

Yi Lin, Dongyue Guo, Jianwei Zhang, +2

IEEE Transactions on Neural Networks and Learning Systems

EngineeringMachine LearningIntelligent SystemsRecurrent Neural NetworkSpeech Recognition +19

Identifying and managing risks of AI-driven operations: A case study of automatic speech recognition for improving air traffic safety

Yi Lin, Ruan Min, Kunjie CAI, +4

Chinese Journal of Aeronautics

Artificial IntelligenceEngineeringSafety ScienceAi SafetyAir Traffic Safety +25