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Duc-Thinh Pham
Duc-Thinh Pham
Senior Research Fellow, ATMRI, Nanyang Technological University
Verified email at ntu.edu.sg
Title
Cited by
Cited by
Year
A machine learning approach for conflict resolution in dense traffic scenarios with uncertainties
DT Pham, NP Tran, S Alam, V Duong, D Delahaye
ATM 2019, 13th USA/Europe Air Traffic Management Research and Development …, 2019
472019
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
352020
Detection, tracking and classification of aircraft and drones in digital towers using machine learning on motion patterns
VP Thai, W Zhong, T Pham, S Alam, V Duong
2019 Integrated Communications, Navigation and Surveillance Conference (ICNS …, 2019
312019
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
312019
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
182019
An air traffic controller action extraction-prediction model using machine learning approach
DT Pham, S Alam, V Duong
Complexity 2020, 1-19, 2020
152020
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
142022
Short-term trajectory prediction using generative machine learning methods
TH Le, PN Tran, DT Pham, M Schultz, S Alam
Proceedings of the ICRAT 2020 Conference, Tampa, FL, USA 15, 2020
122020
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
112021
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
112020
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
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
92020
Aircraft trajectory prediction with enriched intent using encoder-decoder architecture
PN Tran, HQV Nguyen, DT Pham, S Alam
IEEE Access 10, 17881-17896, 2022
82022
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
82019
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
72020
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
62021
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
52021
Machine learning-based flight trajectories prediction and air traffic conflict resolution advisory
DT Pham
Université Paris sciences et lettres, 2019
52019
Model generalization in arrival runway occupancy time prediction by feature equivalences
AD Nguyen, DT Pham, N Lilith, S Alam
arXiv preprint arXiv:2201.11654, 2022
42022
Real-time Departure Slotting in Mixed-Mode Operations using Deep Reinforcement Learning: A Case study of Zurich Airport
DT Pham, LL Chan, S Alam, R Koelle
The USA/Europe ATM R&D Seminar 2021, 2021
42021
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