Duc-Thinh Pham

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Reinforcement Learning

Conflict Resolution

Gaussian Process

Technical Indicators

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Yash Guleria, Duc-Thinh Pham, Sameer Alam, Phu N. Tran, Nicolas Durand
Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning. Adv. Eng. Informatics 59 (2024)
Md Meftahul Ferdaus, Tanmoy Dam, Sameer Alam, Duc-Thinh Pham
X-Fuzz: An Evolving and Interpretable Neuro-Fuzzy Learner for Data Streams. IEEE Trans. Artif. Intell. 5 (8) (2024)
Duc-Thinh Pham, Yash Guleria, Sameer Alam, Vu N. Duong
Probabilistic Conflict Detection Using Heteroscedastic Gaussian Process and Bayesian Optimization. IEEE Access 11 (2023)
Yash Guleria, Duc-Thinh Pham, Sameer Alam
An Agent-Based Approach for Air Traffic Conflict Resolution in a Flow-Centric Airspace. ITSC (2023)
Wei Zhou, Duc-Thinh Pham, Sameer Alam
AirFusion: A Machine Learning Framework for Balancing Air Traffic Demand and Airspace Capacity Through Dynamic Airspace Sectorization. ITSC (2023)
Limin Shi, Duc-Thinh Pham, Sameer Alam
Multi-Agent Deep Reinforcement Learning for Mix-mode Runway Sequencing. ITSC (2022)
Hasnain Ali, Duc-Thinh Pham, Sameer Alam, Michael Schultz
A Deep Reinforcement Learning Approach for Airport Departure Metering Under Spatial-Temporal Airside Interactions. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Vidurveer Duggal, Thanh-Nam Tran, Duc-Thinh Pham, Sameer Alam
Modelling Aircraft Priority Assignment by Air Traffic Controllers During Taxiing Conflicts Using Machine Learning. WSC (2022)
Hoang-Thi Nguyen Nguyen, Bao-Ngoc Nguyen Mac, Anh-Duy Tran, Ngoc-Thao Nguyen, Duc-Thinh Pham
Deep Reinforcement Learning Approach Using Customized Technical Indicators for A Pre-emerging Market: A Case Study of Vietnamese Stock Market. RIVF (2022)
An-Dan Nguyen, Duc-Thinh Pham, Nimrod Lilith, Sameer Alam
Model Generalization in Arrival Runway Occupancy Time Prediction by Feature Equivalences. CoRR (2022)
Duc-Thinh Pham, Thanh-Nam Tran, Sameer Alam, Vu N. Duong
A Generative Adversarial Imitation Learning Approach for Realistic Aircraft Taxi-Speed Modeling. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Phu N. Tran, Hoang Q. V. Nguyen, Duc-Thinh Pham, Sameer Alam
Aircraft Trajectory Prediction With Enriched Intent Using Encoder-Decoder Architecture. IEEE Access 10 (2022)
Hasnain Ali, Duc-Thinh Pham, Sameer Alam
Deep Reinforcement Learning Based Airport Departure Metering. ITSC (2021)
Quan Duong, Tan Tran, Duc-Thinh Pham, An Mai
A Simplified Framework for Air Route Clustering Based on ADS-B Data. CoRR (2021)
Duc-Thinh Pham, Sameer Alam, Vu N. Duong
An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach. Complex. 2020 (2020)
Ngoc Phu Tran, Duc-Thinh Pham, Sim Kuan Goh, Sameer Alam, Vu N. Duong
An Interactive Conflict Solver for Learning Air Traffic Conflict Resolutions. J. Aerosp. Inf. Syst. 17 (6) (2020)
Duc-Thinh Pham, Ngoc Phu Tran, Sim Kuan Goh, Sameer Alam, Vu N. Duong
Reinforcement Learning for Two-Aircraft Conflict Resolution in the Presence of Uncertainty. RIVF (2019)
Tan Tran, Duc-Thinh Pham, Quan Duong, An Mai
An Adaptive Hash-Based Text Deduplication for ADS-B Data-Dependent Trajectory Clustering Problem. RIVF (2019)
Quan Duong, Tan Tran, Duc-Thinh Pham, An Mai
A Simplified Framework for Air Route Clustering Based on ADS-B Data. RIVF (2019)
Sim Kuan Goh, Ngoc Phu Tran, Duc-Thinh Pham, Sameer Alam, Kurtulus Izzetoglu, Vu N. Duong
Construction of Air Traffic Controller's Decision Network Using Error-Related Potential. HCI (15) (2019)
Duc-Thinh Pham, Bao An Mai Hoang, Son Nguyen Thanh, Ha Nguyen, Vu N. Duong
A Constructive Intelligent Transportation System for Urban Traffic Network in Developing Countries via GPS Data from Multiple Transportation Modes. ITSC (2015)