Duc-Thinh Pham

Duc-Thinh Pham

Nanyang Technological University

H-index: 11

Asia-Singapore

About Duc-Thinh Pham

Duc-Thinh Pham, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of machine Learning, air traffic management, optimization, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

X-Fuzz: An Evolving and Interpretable Neurofuzzy Learner for Data Streams

Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning

Enhancing airside monitoring: a multi-camera view approach for aircraft position estimation for digital control towers

Airfusion: a machine learning framework for balancing air traffic demand and airspace capacity through dynamic airspace sectorization

An agent-based approach for air traffic conflict resolution in a flow-centric airspace

Cleared to land a multi-view vision-based deep learning approach for distance-to-touchdown prediction

Probabilistic Conflict Detection using Heteroscedastic Gaussian Process and Bayesian Optimization

A deep reinforcement learning approach for airport departure metering under spatial–temporal airside interactions

Duc-Thinh Pham Information

University

Position

Research Fellow ATMRI

Citations(all)

367

Citations(since 2020)

363

Cited By

57

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

14

i10Index(since 2020)

13

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Duc-Thinh Pham Skills & Research Interests

machine Learning

air traffic management

optimization

Reinforcement Learning

Top articles of Duc-Thinh Pham

Title

Journal

Author(s)

Publication Date

X-Fuzz: An Evolving and Interpretable Neurofuzzy Learner for Data Streams

IEEE Transactions on Artificial Intelligence

Md Meftahul Ferdaus

Tanmoy Dam

Sameer Alam

Duc-Thinh Pham

2024/2/12

Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning

Advanced Engineering Informatics

Yash Guleria

Duc-Thinh Pham

Sameer Alam

Phu N Tran

Nicolas Durand

2024/1/1

Enhancing airside monitoring: a multi-camera view approach for aircraft position estimation for digital control towers

Hasnain Ali

Duc-Thinh Pham

Sameer Alam

2023/12

Airfusion: a machine learning framework for balancing air traffic demand and airspace capacity through dynamic airspace sectorization

Wei Zhou

Duc-Thinh Pham

Sameer Alam

2023

An agent-based approach for air traffic conflict resolution in a flow-centric airspace

Yash Guleria

Duc-Thinh Pham

Sameer Alam

2023

Cleared to land a multi-view vision-based deep learning approach for distance-to-touchdown prediction

Duc-Thinh Pham

Gabriel James Goenawan

Sameer Alam

Rainer Koelle

2023

Probabilistic Conflict Detection using Heteroscedastic Gaussian Process and Bayesian Optimization

IEEE Access

Duc-Thinh Pham

Yash Guleria

Sameer Alam

Vu Duong

2023/10/2

A deep reinforcement learning approach for airport departure metering under spatial–temporal airside interactions

IEEE Transactions on Intelligent Transportation Systems

Hasnain Ali

Duc-Thinh Pham

Sameer Alam

Michael Schultz

2022/9/30

Modelling aircraft priority assignment by air traffic controllers during taxiing conflicts using machine learning

Vidurveer Duggal

Thanh-Nam Tran

Duc-Thinh Pham

Sameer Alam

2022/12

Towards greener airport surface operations: a reinforcement learning approach for autonomous taxiing

Thanh-Nam Tran

Duc-Thinh Pham

Sameer Alam

2022

Intelligent departure metering assistant tool (IDMAT) for airside congestion management

Hasnain Ali

Duc-Thinh Pham

Thanh-Nam Tran

Sameer Alam

2022

Integrated airside landside framework to assess passenger missed connections with airport departure metering

Hasnain Ali

Duc-Thinh Pham

Sameer Alam

Michael Schultz

2022/6

Multi-Agent Deep Reinforcement Learning for Mix-mode Runway Sequencing

Limin Shi

Duc-Thinh Pham

Sameer Alam

2022/10/8

Aircraft trajectory prediction with enriched intent using encoder-decoder architecture

IEEE Access

Phu N Tran

Hoang QV Nguyen

Duc-Thinh Pham

Sameer Alam

2022/2/4

Deep reinforcement learning based path stretch vector resolution in dense traffic with uncertainties

Transportation research part C: emerging technologies

Duc-Thinh Pham

Phu N Tran

Sameer Alam

Vu Duong

Daniel Delahaye

2022/2/1

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

2022/12/20

Model generalization in arrival runway occupancy time prediction by feature equivalences

An-Dan Nguyen

Duc-Thinh Pham

Nimrod Lilith

Sameer Alam

2020/9/15

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

2021

A Machine Learning Framework for Predicting ATC Conflict Resolution Strategies for Conformal Automation

Yash Guleria

Phu Tran

Duc-Thinh Pham

Nicolas Durand

Sameer Alam

2021

A generative adversarial imitation learning approach for realistic aircraft taxi-speed modeling

IEEE Transactions on Intelligent Transportation Systems

Duc-Thinh Pham

Thanh-Nam Tran

Sameer Alam

Vu N Duong

2021/10/15

See List of Professors in Duc-Thinh Pham University(Nanyang Technological University)

Co-Authors

H-index: 25
Sameer ALAM

Sameer ALAM

Nanyang Technological University

H-index: 24
Vu Duong

Vu Duong

Nanyang Technological University

H-index: 11
Sim Kuan Goh

Sim Kuan Goh

Nanyang Technological University

H-index: 9
Phu Tran

Phu Tran

Nanyang Technological University

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