Duc-Thinh Pham

25 papers Misc 1Journal 12Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Human-AI Hybrids in Safety-Critical Systems: Concept, definition and perspectives from Air Traffic Management.
Adv. Eng. Informatics
Hasnain Ali, Duc-Thinh Pham, Sameer Alam, Michael Schultz, Max Z. Li, Yanjun Wang, Eri Itoh, Vu N. Duong
2024 — conf
Reinforcement Learning for Strategic Airport Slot Scheduling: Analysis of State Observations and Reward Designs.
CAI
Anh Nguyen-Duy, Duc-Thinh Pham, Jian-Yi Lye, Duong Ta
2024 J jnl
Toward Greener and Sustainable Airside Operations: A Deep Reinforcement Learning Approach to Pushback Rate Control for Mixed-Mode Runways.
IEEE Trans. Intell. Transp. Syst.
Hasnain Ali, Duc-Thinh Pham, Sameer Alam
2024 J jnl
Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning.
Adv. Eng. Informatics
Yash Guleria, Duc-Thinh Pham, Sameer Alam, Phu N. Tran, Nicolas Durand
2024 J jnl
X-Fuzz: An Evolving and Interpretable Neuro-Fuzzy Learner for Data Streams.
IEEE Trans. Artif. Intell.
Md Meftahul Ferdaus, Tanmoy Dam, Sameer Alam, Duc-Thinh Pham
2023 — conf
AirFusion: A Machine Learning Framework for Balancing Air Traffic Demand and Airspace Capacity Through Dynamic Airspace Sectorization.
ITSC
Wei Zhou, Duc-Thinh Pham, Sameer Alam
2023 — conf
An Agent-Based Approach for Air Traffic Conflict Resolution in a Flow-Centric Airspace.
ITSC
Yash Guleria, Duc-Thinh Pham, Sameer Alam
2023 J jnl
Probabilistic Conflict Detection Using Heteroscedastic Gaussian Process and Bayesian Optimization.
IEEE Access
Duc-Thinh Pham, Yash Guleria, Sameer Alam, Vu N. Duong
2022 J jnl
A Deep Reinforcement Learning Approach for Airport Departure Metering Under Spatial-Temporal Airside Interactions.
IEEE Trans. Intell. Transp. Syst.
Hasnain Ali, Duc-Thinh Pham, Sameer Alam, Michael Schultz
2022 J jnl
A Generative Adversarial Imitation Learning Approach for Realistic Aircraft Taxi-Speed Modeling.
IEEE Trans. Intell. Transp. Syst.
Duc-Thinh Pham, Thanh-Nam Tran, Sameer Alam, Vu N. Duong
2022 J jnl
Aircraft Trajectory Prediction With Enriched Intent Using Encoder-Decoder Architecture.
IEEE Access
Phu N. Tran, Hoang Q. V. Nguyen, Duc-Thinh Pham, Sameer Alam
2022 — conf
Deep Reinforcement Learning Approach Using Customized Technical Indicators for A Pre-emerging Market: A Case Study of Vietnamese Stock Market.
RIVF
Hoang-Thi Nguyen Nguyen, Bao-Ngoc Nguyen Mac, Anh-Duy Tran, Ngoc-Thao Nguyen, Duc-Thinh Pham
2022 J jnl
Model Generalization in Arrival Runway Occupancy Time Prediction by Feature Equivalences.
CoRR
An-Dan Nguyen, Duc-Thinh Pham, Nimrod Lilith, Sameer Alam
2022 Misc conf
Modelling Aircraft Priority Assignment by Air Traffic Controllers During Taxiing Conflicts Using Machine Learning.
WSC
Vidurveer Duggal, Thanh-Nam Tran, Duc-Thinh Pham, Sameer Alam
2022 — conf
Multi-Agent Deep Reinforcement Learning for Mix-mode Runway Sequencing.
ITSC
Limin Shi, Duc-Thinh Pham, Sameer Alam
2021 J jnl
A Simplified Framework for Air Route Clustering Based on ADS-B Data.
CoRR
Quan Duong, Tan Tran, Duc-Thinh Pham, An Mai
2021 — conf
Deep Reinforcement Learning Based Airport Departure Metering.
ITSC
Hasnain Ali, Duc-Thinh Pham, Sameer Alam
2020 J jnl
An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach.
Complex.
Duc-Thinh Pham, Sameer Alam, Vu N. Duong
2020 J jnl
An Interactive Conflict Solver for Learning Air Traffic Conflict Resolutions.
J. Aerosp. Inf. Syst.
Ngoc Phu Tran, Duc-Thinh Pham, Sim Kuan Goh, Sameer Alam, Vu N. Duong
2019 — conf
A Simplified Framework for Air Route Clustering Based on ADS-B Data.
RIVF
Quan Duong, Tan Tran, Duc-Thinh Pham, An Mai
2019 — conf
An Adaptive Hash-Based Text Deduplication for ADS-B Data-Dependent Trajectory Clustering Problem.
RIVF
Tan Tran, Duc-Thinh Pham, Quan Duong, An Mai
2019 — conf
Construction of Air Traffic Controller's Decision Network Using Error-Related Potential.
HCI (15)
Sim Kuan Goh, Ngoc Phu Tran, Duc-Thinh Pham, Sameer Alam, Kurtulus Izzetoglu, Vu N. Duong
2019 — —
Machine learning-based flight trajectories prediction and air traffic conflict resolution advisory. (Prédiction de trajectoire et avis de résolution de conflits de trafic aérien basée sur l'apprentissage automatique).
Duc-Thinh Pham
2019 — conf
Reinforcement Learning for Two-Aircraft Conflict Resolution in the Presence of Uncertainty.
RIVF
Duc-Thinh Pham, Ngoc Phu Tran, Sim Kuan Goh, Sameer Alam, Vu N. Duong
2015 — conf
A Constructive Intelligent Transportation System for Urban Traffic Network in Developing Countries via GPS Data from Multiple Transportation Modes.
ITSC
Duc-Thinh Pham, Bao An Mai Hoang, Son Nguyen Thanh, Ha Nguyen, Vu N. Duong