Direction 3
Prediction and control of schedule and cost overrun risk, quality and safety assessment for infrastructure projects, combined with NLP analysis of project documents and multi-criteria decision making.
This theme develops machine learning models that predict schedule and cost overrun risk for infrastructure projects from historical data, while applying natural language processing to extract risk signals from tender documents, contracts and site records. Outputs are combined with multi-criteria decision making methods (AHP and variants) to support contractor selection and investment appraisal.
Group Leader
Head, Department of Urban Infrastructure Management, Faculty of Geodesy, Cartography and Civil Engineering
Email: dxtruong@hcmunre.edu.vn
Core Member
Lecturer and Researcher, Faculty of Geodesy, Cartography and Civil Engineering
Email: tvvhoa@hcmunre.edu.vn
Member
Lecturer, Department of Applied Geoinformatics, Faculty of Geodesy, Cartography and Civil Engineering
Email: lnnhai@hcmunre.edu.vn
6 publications
Phuong Nguyen Tuan, Tuan Nguyen Anh, Truong Dang Xuan, Hoa Tran Vu Van
Transportation Infrastructure Geotechnology, Volume 12, article number 93, 2025
The Van Tran, Thang Nguyen, Tuan Anh Nguyen, Tuan Quoc Le, Hoa Van Vu Tran
Lecture Notes in Networks and Systems (Springer), ICBT Oxford 2024, University of Oxford, UK, 2025
Cuong Quoc Phan, Tuan Anh Nguyen, Hoa Van Vu Tran
Lecture Notes in Networks and Systems (Springer), ICBT Oxford 2024, University of Oxford, UK, 2025
Hoa Van Vu Tran và cộng sự
Engineering Journal (Thailand), 2024
Hoa Van Vu Tran và cộng sự
International Journal of Scientific Research in Science, Engineering and Technology, 2024
Lê Nguyễn Ngọc Hải, Đặng Xuân Trường
Tạp chí Giao thông vận tải, Tập 64, số 7/2024 (743), 43-46, 2024
