Tiến sỹ Trần Duy Hiến – Giảng Viên
Khoa Công nghệ thông tin
Email: hien.tran@ttu.edu.vn
Website:
- Google Scholar: Chi tiết tại đây
- Scopus: Chi tiết tại đây
Lý lịch khoa học:
Lĩnh vực giảng dạy
- Xác suất và Thống kê.
- Mô hình xác suất và quá trình ngẫu nhiên.
- Giải tích.
- Đại số tuyến tính.
Lĩnh vực nghiên cứu
- Cấu trúc phụ thuộc của các biến ngẫu nhiên.
- Mô hình xác suất và thống kê cho việc khai thác dữ liệu lớn.
Công bố khoa học
Tạp chí nước ngoài
- H.T. Nguyen, Y. Ogura, S. Tasena, and H. Tran, “A Note On Random Upper Semicontinuous Functions”, In Proceedings of the Third International Workshop on Soft Methods in Probability and Statistics, University of Bristol – UK, 2006, pp. 129-135, Springer-Verlag.
- H.T. Nguyen and H. Tran, “On a Continuous Lattice Approach to Modeling of Coarse Data in System Analysis”, Journal of Uncertain Systems, Vol.1, No.1, pp. 62-73, 2007.
- H.T. Nguyen, U. Pham and H. Tran, “On some claims related to Choquet integral risk measures”, Annals of Operations Research, Vol.195, No.1, pp. 5-31, 2012.
- Hien D. Tran and Phuong Anh Nguyen, “Towards Generalizing Bayesian Statistics: A Random Fuzzy Set Approach”, Econometrics of Risk, Studies in Computational Intelligence, Vol. 583, pp. 149-160, 2015.
- Weizhong Tian, Tonghui Wang, Liangjian Hu, and Hien D. Tran, “Distortion Risk Measures under Skew Normal Settings”, Econometrics of Risk, Studies in Computational Intelligence, Vol. 583, pp. 135-148, 2015.
- Hien D. Tran, Uyen H. Pham, Sel Ly, and T. Vo-Duy, “A New Measure of Monotone Dependence by Using Sobolev Norms”, Integrated Uncertainty in Knowledge Modeling and Decision Making, Lecture Notes in Artificial Intelligence, Proceedings of the 4th International Symposium, IUKM 2015, Nha Trang, Vietnam, Oct. 15-17, 2015.
- Hien D. Tran, Son P. Nguyen, Hoa T. Le, and Uyen H. Pham, “An Alternative to p-Values in Hypothesis Testing with Applications in Model Selection of Stock Price Data”, Robustness in Econometrics, Studies in Computational Intelligence, Vol. 692, pp. 305-319, 2017.
- Hien D. Tran, Uyen H. Pham, Sel Ly, and T. Vo-Duy, “Extraction Dependence Structure of Distorted Copula via a Measure of Dependence”, Annals of Operations Research, Vol. 256, No.2, pp. 221-236, 2017.
- Tien-Dung Cao, Dinh-Quyen Nguyen, and Hien D. Tran, “Exploring Message Correlation in Crowd-Based Data Using Hyper Coordinates Visualization Technique”, Predictive Econometrics and Big Data, Studies in Computational Intelligence, Vol 753, pp. 95-121, 2018.
- Uyen Pham, Quoc Luu, and Hien Tran, “Multi-agent Reinforcement Learning Approach for Hedging Porfolio Problem”, Soft Comput 25, 7877-7885, 2021.
- Tien-Dung Cao, Tram Truong Huu, Hien Tran, and Khanh Tran, “A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency”, Journal of Systems Architecture, Vol 124, 2023.
Kỷ yếu hội thảo khoa học
Hội thảo quốc tế – Seminar
1. Jan 2017
The 9th International Conference of the Thailand Econometric Society, Chiang Mai, Thailand.
Talk: Alternatives of p-values.
2. Jan 2016
The 9th International Conference of the Thailand Econometric Society, Chiang Mai, Thailand.
Talk: Characterization of Risk Attitudes of Decision-Makers.
3. Jan 2015
The 8th International Conference of the Thailand Econometric Society, Chiang Mai, Thailand.
Talk: Towards Generalizing Bayesian Statistics: A Random Fuzzy Set Approach.
4. Jan 2014
The 7th International Conference of the Thailand Econometric Society, Chiang Mai, Thailand.
Talk: A Measure of Monotone Dependence.
5. Jan 2013
The 6th International Conference of the Thailand Econometric Society, Chiang Mai, Thailand.
Talk: Statistical Analysis of Financial Risk – Choquet Integral Risk Measures.
6. May 2010
Statistics Seminar, University of Notre Dame.
Talk: Financial Risk Modeling: Probabilistic Analysis and Statistics.
7. Feb 2009
Statistics Seminar, New Mexico State University.
Talk: Financial Mathematics: Risk Measures.
8. Jan 2009
Joint Mathematics Meeting AMS & MAA, Washington DC.
9. Nov 2007
The 2nd Joint UTEP/NMSU workshop on Mathematics and Computer Science, UTEP, Texas.
Talk: On Foundations Of Stochastic Dominance In Mathematical Finance.
10. Fall 2007
Statistics Seminar, New Mexico State University.
Talk: Stochastic Dominance.
11. Fall 2006
Statistics Seminar, New Mexico State University.
Talk: On a Continuous Lattice Approach to Random Sets.
12. Mar 2005
Topology Seminar, New Mexico State University.
Talk: Higher Homotopy Groups.
Đề tài-dự án
- Đề tài: “Bài toán d-bar-Neumann”, được tài trợ bởi quỹ NAFOSTED, mã số: 101.01-2012.16.
Vai trò: Thành viên nghiên cứu chủ chốt.
Thời gian thực hiện: 2012 – 2014.
- Đề tài: “Phương Trình Đạo Hàm Riêng trong Giải Tích Phức Nhiều Biến”, được tài trợ bởi quỹ NAFOSTED, mã số: 101.02-2019.319.
Vai trò: Thành viên nghiên cứu chủ chốt.
Thời gian thực hiện: 2019 – 2022.