A Constructive Intelligent Transportation System for Urban Traffic Network in Developing Countries via GPS Data from Multiple Transportation Modes. - Duc-Thinh Pham; Bao An Mai Hoang; Son Nguyen Thanh; Ha Nguyen; Vu N. Duong (ITSC, 2015)

Construction of Air Traffic Controller's Decision Network Using Error-Related Potential. - Sim Kuan Goh; Ngoc Phu Tran; Duc-Thinh Pham; Sameer Alam; Kurtulus Izzetoglu; Vu N. Duong (HCI (15), 2019)

A Simplified Framework for Air Route Clustering Based on ADS-B Data. - Quan Duong; Tan Tran; Duc-Thinh Pham; An Mai (RIVF, 2019)

Reinforcement Learning for Two-Aircraft Conflict Resolution in the Presence of Uncertainty. - Duc-Thinh Pham; Ngoc Phu Tran; Sim Kuan Goh; Sameer Alam; Vu N. Duong (RIVF, 2019)

An Adaptive Hash-Based Text Deduplication for ADS-B Data-Dependent Trajectory Clustering Problem. - Tan Tran; Duc-Thinh Pham; Quan Duong; An Mai (RIVF, 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)

An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach. - Duc-Thinh Pham; Sameer Alam; Vu N. Duong (Complex., 2020)

An Interactive Conflict Solver for Learning Air Traffic Conflict Resolutions. - Ngoc Phu Tran; Duc-Thinh Pham; Sim Kuan Goh; Sameer Alam; Vu N. Duong (J. Aerosp. Inf. Syst., 2020)

Deep Reinforcement Learning Based Airport Departure Metering. - Hasnain Ali; Duc-Thinh Pham; Sameer Alam (ITSC, 2021)

Multi-Agent Deep Reinforcement Learning for Mix-mode Runway Sequencing. - Limin Shi; Duc-Thinh Pham; Sameer Alam (ITSC, 2022)

Deep Reinforcement Learning Approach Using Customized Technical Indicators for A Pre-emerging Market: A Case Study of Vietnamese Stock Market. - Hoang-Thi Nguyen Nguyen; Bao-Ngoc Nguyen Mac; Anh-Duy Tran; Ngoc-Thao Nguyen; Duc-Thinh Pham (RIVF, 2022)

Modelling Aircraft Priority Assignment by Air Traffic Controllers During Taxiing Conflicts Using Machine Learning. - Vidurveer Duggal; Thanh-Nam Tran; Duc-Thinh Pham; Sameer Alam (WSC, 2022)

Aircraft Trajectory Prediction With Enriched Intent Using Encoder-Decoder Architecture. - Phu N. Tran; Hoang Q. V. Nguyen; Duc-Thinh Pham; Sameer Alam (IEEE Access, 2022)

Model Generalization in Arrival Runway Occupancy Time Prediction by Feature Equivalences. - An-Dan Nguyen; Duc-Thinh Pham; Nimrod Lilith; Sameer Alam (CoRR, 2022)

A Deep Reinforcement Learning Approach for Airport Departure Metering Under Spatial-Temporal Airside Interactions. - Hasnain Ali; Duc-Thinh Pham; Sameer Alam; Michael Schultz (IEEE Trans. Intell. Transp. Syst., 2022)

A Generative Adversarial Imitation Learning Approach for Realistic Aircraft Taxi-Speed Modeling. - Duc-Thinh Pham; Thanh-Nam Tran; Sameer Alam; Vu N. Duong (IEEE Trans. Intell. Transp. Syst., 2022)

An Agent-Based Approach for Air Traffic Conflict Resolution in a Flow-Centric Airspace. - Yash Guleria; Duc-Thinh Pham; Sameer Alam (ITSC, 2023)

AirFusion: A Machine Learning Framework for Balancing Air Traffic Demand and Airspace Capacity Through Dynamic Airspace Sectorization. - Wei Zhou; Duc-Thinh Pham; Sameer Alam (ITSC, 2023)

Probabilistic Conflict Detection Using Heteroscedastic Gaussian Process and Bayesian Optimization. - Duc-Thinh Pham; Yash Guleria; Sameer Alam; Vu N. Duong (IEEE Access, 2023)

Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning. - Yash Guleria; Duc-Thinh Pham; Sameer Alam; Phu N. Tran; Nicolas Durand 002 (Adv. Eng. Informatics, 2024)

X-Fuzz: An Evolving and Interpretable Neuro-Fuzzy Learner for Data Streams. - Md Meftahul Ferdaus; Tanmoy Dam; Sameer Alam; Duc-Thinh Pham (IEEE Trans. Artif. Intell., 2024)

Toward Greener and Sustainable Airside Operations: A Deep Reinforcement Learning Approach to Pushback Rate Control for Mixed-Mode Runways. - Hasnain Ali; Duc-Thinh Pham; Sameer Alam (IEEE Trans. Intell. Transp. Syst., 2024)

Human-AI Hybrids in Safety-Critical Systems: Concept, definition and perspectives from Air Traffic Management. - Hasnain Ali; Duc-Thinh Pham; Sameer Alam; Michael Schultz; Max Z. Li; Yanjun Wang; Eri Itoh; Vu N. Duong (Adv. Eng. Informatics, 2025)