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Duc-Thinh Pham

Aircraft Trajectory Prediction With Enriched Intent Using Encoder-Decoder Architecture
2022 · Phu N. Tran, Hoang Q. V. Nguyen, et al. · IEEE Access · 60
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An Interactive Conflict Solver for Learning Air Traffic Conflict Resolutions
2020 · Phu N. Tran, Duc-Thinh Pham, et al. · Journal of Aerospace Information Systems · 46
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Reinforcement Learning for Two-Aircraft Conflict Resolution in the Presence of Uncertainty
2019 · Duc-Thinh Pham, Ngoc Phu Tran, et al. · RIVF International Conference on Computing and Communication Technologies (RIVF) · 44
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Deep reinforcement learning based path stretch vector resolution in dense traffic with uncertainties
2021 · Duc-Thinh Pham, Phu N. Tran, et al. · Transportation Research Part C Emerging Technologies · 42
A Deep Reinforcement Learning Approach for Airport Departure Metering Under Spatial–Temporal Airside Interactions
2022 · Hasnain Ali, Duc-Thinh Pham, et al. · IEEE Transactions on Intelligent Transportation Systems · 38
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A Generative Adversarial Imitation Learning Approach for Realistic Aircraft Taxi-Speed Modeling
2021 · Duc-Thinh Pham, Thanh-Nam Tran, et al. · IEEE Transactions on Intelligent Transportation Systems · 34
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Human-AI Hybrids in Safety-Critical Systems: Concept, definition and perspectives from Air Traffic Management
2025 · Hasnain Ali, Duc-Thinh Pham, et al. · Advanced Engineering Informatics · 30
A Machine Learning Approach for Conflict Resolution in Dense Traffic Scenarios with Uncertainties
2019 · Pham, Duc-Thinh, Tran, Ngoc Phu, et al. · HAL · 30
An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach
2020 · Duc-Thinh Pham, Sameer Alam, et al. · Complexity · 27
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Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning
2023 · Yash Guleria, Duc-Thinh Pham, et al. · Advanced Engineering Informatics · 23
An Intelligent Interactive Conflict Solver Incorporating Air Traffic Controllers' Preferences Using Reinforcement Learning
2019 · Ngoc Phu Tran, Duc-Thinh Pham, et al. · Integrated Communications, Navigation and Surveillance Conference (ICNS) · 23
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X-Fuzz: An Evolving and Interpretable Neuro-Fuzzy Learner for Data Streams
2024 · Md Meftahul Ferdaus, Tanmoy Dam, et al. · IEEE Transactions on Artificial Intelligence · 20
Toward Greener and Sustainable Airside Operations: A Deep Reinforcement Learning Approach to Pushback Rate Control for Mixed-Mode Runways
2024 · Hasnain Ali, Duc-Thinh Pham, et al. · IEEE Transactions on Intelligent Transportation Systems · 17
Dynamic Hot Spot Prediction by Learning Spatial- Temporal Utilization of Taxiway Intersections
2020 · Hasnain Ali, Raphael Delair, et al. · International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT) · 16
A Map-Matching Algorithm for Ground Movement Trajectory Representation using A-SMGCS Data
2020 · Thanh-Nam Tran, Duc-Thinh Pham, et al. · International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT) · 14
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Multi-Agent Deep Reinforcement Learning for Mix-mode Runway Sequencing
2022 · Shi Limin, Duc-Thinh Pham, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 12
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A Data-Driven Approach for Taxi-Time Prediction: A Case Study of Singapore Changi Airport
2021 · D. T. Pham, M. Ngo, et al. · Lecture notes in electrical engineering · 12
Short-term trajectory prediction using generative machine learning methods
2020 · Lê Thanh Hà, Ngoc Phu Tran, et al. · DR-NTU (Nanyang Technological University) · 11
A Constructive Intelligent Transportation System for Urban Traffic Network in Developing Countries via GPS Data from Multiple Transportation Modes
2015 · Duc-Thinh Pham, Bao An Mai Hoang, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 10
Speed control strategies for E-AMAN using holding detection-delay prediction model
2020 · Imen Dhief, Zhi Jun Lim, et al. · DR-NTU (Nanyang Technological University) · 9
A Simplified Framework for Air Route Clustering Based on ADS-B Data
2019 · Quan Duong, Tan Tran, et al. · RIVF International Conference on Computing and Communication Technologies (RIVF) · 9
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Model Generalization in Arrival Runway Occupancy Time Prediction by Feature Equivalences
2022 · Nguyen, An-Dan, Pham, Duc-Thinh, et al. · arXiv (Cornell University) · 8
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AirFusion: A Machine Learning Framework for Balancing Air Traffic Demand and Airspace Capacity Through Dynamic Airspace Sectorization
2023 · Wei Zhou, Duc-Thinh Pham, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 7
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Construction of Air Traffic Controller’s Decision Network Using Error-Related Potential
2019 · Sim Kuan Goh, Ngoc Phu Tran, et al. · Lecture notes in computer science · 7
Towards Greener Airport Surface Operations: A Reinforcement Learning Approach for Autonomous Taxiing
2024 · Thanh-Nam TRAN, Duc-Thinh PHAM, et al. · TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES · 6
Works count: 65
Citation count: 609
H-index: 14
I10-index: 19
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