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Duc-Thinh Pham
Duc-Thinh Pham
Senior Research Fellow, ATMRI, Nanyang Technological University
Verifierad e-postadress på ntu.edu.sg
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A machine learning approach for conflict resolution in dense traffic scenarios with uncertainties
DT Pham, NP Tran, S Alam, V Duong, D Delahaye
482019
An interactive conflict solver for learning air traffic conflict resolutions
PN Tran, DT Pham, SK Goh, S Alam, V Duong
Journal of Aerospace Information Systems 17 (6), 271-277, 2020
412020
Detection, tracking and classification of aircraft and drones in digital towers using machine learning on motion patterns
VP Thai, W Zhong, DT Pham, S Alam, V Duong
2019 Integrated Communications, Navigation and Surveillance Conference (ICNS …, 2019
372019
Reinforcement learning for two-aircraft conflict resolution in the presence of uncertainty
DT Pham, NP Tran, SK Goh, S Alam, V Duong
2019 IEEE-RIVF International Conference on Computing and Communication …, 2019
272019
An intelligent interactive conflict solver incorporating air traffic controllers' preferences using reinforcement learning
NP Tran, DT Pham, SK Goh, S Alam, V Duong
2019 Integrated Communications, Navigation and Surveillance Conference (ICNS …, 2019
212019
Deep reinforcement learning based path stretch vector resolution in dense traffic with uncertainties
DT Pham, PN Tran, S Alam, V Duong, D Delahaye
Transportation research part C: emerging technologies 135, 103463, 2022
202022
An air traffic controller action extraction-prediction model using machine learning approach
DT Pham, S Alam, V Duong
Complexity 2020, 1-19, 2020
172020
Aircraft trajectory prediction with enriched intent using encoder-decoder architecture
PN Tran, HQV Nguyen, DT Pham, S Alam
IEEE Access 10, 17881-17896, 2022
132022
Speed Control Strategies for E-AMAN using Holding Detection-Delay Prediction Model
I Dhief, ZJ Lim, SK Goh, DT Pham, S Alam, M Schultz
10th SESAR Innovation Days, 2020
132020
Short-term trajectory prediction using generative machine learning methods
TH Le, NP Tran, DT Pham, M Schultz, S Alam
132020
A Machine Learning Framework for Predicting ATC Conflict Resolution Strategies for Conformal Automation
Y Guleria, PN Tran, DT Pham, N Durand, S Alam
Proceedings of 11th SESAR Innovation Days, 2021
122021
A generative adversarial imitation learning approach for realistic aircraft taxi-speed modeling
DT Pham, TN Tran, S Alam, VN Duong
IEEE Transactions on Intelligent Transportation Systems 23 (3), 2509-2522, 2021
122021
Dynamic hot spot prediction by learning spatial-temporal utilization of taxiway intersections
H Ali, R Delair, DT Pham, S Alam, M Schultz
2020 International Conference on Artificial Intelligence and Data Analytics …, 2020
122020
A constructive intelligent transportation system for urban traffic network in developing countries via GPS data from multiple transportation modes
DT Pham, BAM Hoang, SN Thanh, H Nguyen, V Duong
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
112015
Deep reinforcement learning based airport departure metering
H Ali, DT Pham, S Alam
24th IEEE International Conference on Intelligent Transportation Systems …, 2021
102021
A map-matching algorithm for ground movement trajectory representation using A-SMGCS data
TN Tran, DT Pham, S Alam
2020 International Conference on Artificial Intelligence and Data Analytics …, 2020
102020
A simplified framework for air route clustering based on ADS-B data
Q Duong, T Tran, DT Pham, A Mai
2019 IEEE-RIVF International Conference on Computing and Communication …, 2019
92019
Reinforcement Learning for Two-Aircraft Conflict Resolution in the Presence of Uncertainty, 2019 IEEE-RIVF International Conference on Computing and Communication Technologies …
DT Pham, NP Tran, SK Goh, S Alam, V Duong
IEEE. https://doi. org/10.1109/RIVF, 2019
92019
A deep reinforcement learning approach for airport departure metering under spatial–temporal airside interactions
H Ali, DT Pham, S Alam, M Schultz
IEEE Transactions on Intelligent Transportation Systems 23 (12), 23933-23950, 2022
82022
A data-driven approach for taxi-time prediction: A case study of singapore changi airport
DT Pham, M Ngo, N Tran, S Alam, V Duong
Air Traffic Management and Systems IV: Selected Papers of the 6th ENRI …, 2021
82021
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Artiklar 1–20