Yongming Liu
Orcid: 0000-0002-3629-6005
According to our database1,
Yongming Liu
authored at least 70 papers
between 2008 and 2024.
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Bibliography
2024
PIGAT: Physics-Informed Graph Attention Transformer for Air Traffic State Prediction.
IEEE Trans. Intell. Transp. Syst., September, 2024
Neurocomputing, January, 2024
A General Multilayer Analytical Radiative Transfer-Based Model for Reflectance Over Shallow Water.
IEEE Trans. Geosci. Remote. Sens., 2024
The Evaluation of MII/SDGSAT-1 in Red Tide Detection Along the Guangdong Middle Coast.
IEEE Geosci. Remote. Sens. Lett., 2024
Physics-guided generative adversarial network for probabilistic structural system identification.
Expert Syst. Appl., 2024
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports.
CoRR, 2024
2023
Epistemic and aleatoric uncertainty quantification for crack detection using a Bayesian Boundary Aware Convolutional Network.
Reliab. Eng. Syst. Saf., December, 2023
Air traffic controller workload level prediction using conformalized dynamical graph learning.
Adv. Eng. Informatics, August, 2023
J. Comput. Civ. Eng., January, 2023
Predicting separation errors of air traffic controllers through integrated sequence analysis of multimodal behaviour indicators.
Adv. Eng. Informatics, January, 2023
Mapping Ultrahigh-Spatial-Resolution Bathymetry for a Wide Range of Coastal Optically Shallow Waters Without In Situ Bathymetric Data.
IEEE Trans. Geosci. Remote. Sens., 2023
An Appraisal of Atmospheric Correction and Inversion Algorithms for Mapping High-Resolution Bathymetry Over Coral Reef Waters.
IEEE Trans. Geosci. Remote. Sens., 2023
Topology Optimization of Continuum Structures Based on Binary Hunter-Prey Optimization Algorithm.
Symmetry, 2023
Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints.
Knowl. Based Syst., 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Situating Robots in the Organizational Dynamics of the Gas Energy Industry: A Collaborative Design Study.
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023
Proceedings of the Intelligent Systems and Applications, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
2022
Topology Optimization Design of an Active Deformable Mirror Based on Discrete Orthogonal Zernike Polynomials.
Symmetry, November, 2022
A Voice Communication-Augmented Simulation Framework for Aircraft Trajectory Simulation.
IEEE Trans. Intell. Transp. Syst., 2022
3M-RL: Multi-Resolution, Multi-Agent, Mean-Field Reinforcement Learning for Autonomous UAV Routing.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
Manifold-based Conditional Bayesian network for aging pipe yield strength estimation with non-destructive measurements.
Reliab. Eng. Syst. Saf., 2022
Reliab. Eng. Syst. Saf., 2022
Practical Differences Between Photogrammetric Bathymetry and Physics-Based Bathymetry.
IEEE Geosci. Remote. Sens. Lett., 2022
Bayesian Spatio-Temporal grAph tRansformer network (B-STAR) for multi-aircraft trajectory prediction.
Knowl. Based Syst., 2022
Optimal maintenance scheduling under uncertainties using Linear Programming-enhanced Reinforcement Learning.
Eng. Appl. Artif. Intell., 2022
RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding.
CoRR, 2022
Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning.
IEEE Access, 2022
Detection and Defense Against DDoS Attack on SDN Controller Based on Feature Selection.
Proceedings of the Security and Privacy in Social Networks and Big Data, 2022
2021
IEEE Trans. Aerosp. Electron. Syst., 2021
An Adaptive Blended Algorithm Approach for Deriving Bathymetry from Multispectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Bathymetric Retrieval Selectively Using Multiangular High-Spatial-Resolution Satellite Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Uncertainty quantification and reduction in aircraft trajectory prediction using Bayesian-Entropy information fusion.
Reliab. Eng. Syst. Saf., 2021
Reliab. Eng. Syst. Saf., 2021
Estimation of Ultrahigh Resolution PM2.5 Mass Concentrations Based on Mie Scattering Theory by Using Landsat8 OLI Images over Pearl River Delta.
Remote. Sens., 2021
J. Comput. Phys., 2021
Expert Syst. Appl., 2021
Robust physics discovery via supervised and unsupervised pattern recognition using the Euler characteristic.
CoRR, 2021
Parsimony-Enhanced Sparse Bayesian Learning for Robust Discovery of Partial Differential Equations.
CoRR, 2021
Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks.
CoRR, 2021
CoRR, 2021
Probabilistic vehicle weight estimation using physics-constrained generative adversarial network.
Comput. Aided Civ. Infrastructure Eng., 2021
Hierarchical Tree-based Sequential Event Prediction with Application in the Aviation Accident Report.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
2020
Probabilistic Risk-Based Operational Safety Bound for Rotary-Wing Unmanned Aircraft Systems Traffic Management.
J. Aerosp. Inf. Syst., March, 2020
Reliab. Eng. Syst. Saf., 2020
Eng. Appl. Artif. Intell., 2020
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction.
CoRR, 2020
Predicting Terminal Mid-Air Collisions Through Simulator Experiments of Air Traffic Control.
Proceedings of the Winter Simulation Conference, 2020
2019
Data-driven Spatiotemporal Simulation of Ground Movements of Aircraft for Preventive Airport Safety.
Proceedings of the 2019 Winter Simulation Conference, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
ImVerde: Vertex-Diminished Random Walk for Learning Network Representation from Imbalanced Data.
CoRR, 2018
ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Reliability allocation for polymer processing rheometer based on modified grading method.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017
2016
Time Domain Strain/Stress Reconstruction Based on Empirical Mode Decomposition: Numerical Study and Experimental Validation.
Sensors, 2016
Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design.
CoRR, 2016
2012
An efficient analytical Bayesian method for reliability and system response updating based on Laplace and inverse first-order reliability computations.
Reliab. Eng. Syst. Saf., 2012
J. Intell. Manuf., 2012
2008
Reliab. Eng. Syst. Saf., 2008