| 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 | 47 | 2019 |
| 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 | 35 | 2020 |
| 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 | 31 | 2019 |
| 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 | 31 | 2019 |
| 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 | 18 | 2019 |
| An air traffic controller action extraction-prediction model using machine learning approach DT Pham, S Alam, V Duong Complexity 2020, 1-19, 2020 | 15 | 2020 |
| 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 | 14 | 2022 |
| 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 | 12 | 2020 |
| 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 | 11 | 2021 |
| 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 | 11 | 2020 |
| 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 | 11 | 2015 |
| 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 | 9 | 2020 |
| Aircraft trajectory prediction with enriched intent using encoder-decoder architecture PN Tran, HQV Nguyen, DT Pham, S Alam IEEE Access 10, 17881-17896, 2022 | 8 | 2022 |
| 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 | 8 | 2019 |
| 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 | 7 | 2020 |
| 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 | 6 | 2021 |
| 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 | 5 | 2021 |
| Machine learning-based flight trajectories prediction and air traffic conflict resolution advisory DT Pham Université Paris sciences et lettres, 2019 | 5 | 2019 |
| 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 | 4 | 2022 |
| 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 | 4 | 2021 |
Sameer ALAMAssociate Professor, Deputy Director (ATMRI) and Co-Director (SAAB-NTU Joint Lab) at NTU SingaporeVerified email at ntu.edu.sg
