Office: A1.610, International University.
Quarter 6, Linh Trung Ward, Thu Duc District, HCM City, Vietnam
Phone: (028) 37244270
Email: mhban@hcmiu.edu.vn
Website: it.hcmiu.edu.vn/user/mhban
Dec. 2011 – Dec. 2014: Doctor of Philosophy (Ph.D.), Computer Science & Engineering, Ecole centrale de Lille, France.
Oct. 2009 – Oct. 2010: Master of Science (M.Sc.), Statistics, Université d'Orléans, France.
Sep. 2005 – Sep. 2009: Bachelor's degree (honored program), Mathematics and Computer Science, University of Science, VNU.
Sep. 2020 - now: Lecturer at School of Computer Science and Engineering, International University, Vietnam National University, Vietnam.
Mar. 2015 – now: Director of ICT Program, John von Neumann Institute (JVN), Vietnam National University, Vietnam.
Oct. 2015 – Apr. 2020: Senior Data Scientist, Tenpoint7.
Dec. 2011 – Dec. 2014: Assistant researcher, Ecole Centrale Lille, LAGIS lab
Jun. 2011 – Nov. 2011: Lecturer, University of Science, Department of Mathematics.
- 2011 - 2014: Full PhD scholarship of joined program of CNRS and AT&T.
R&D brainstorming/seminar
- Linear Algebra
- Calculus
I. Research projects
Sep 2020 - now: Efficient Data-driven Physics-informed Optimization of Manufacturing Processes (EDPOMP). (co-PI. VINIF)
Jan 2018 – Sep 2019: Research, develop and simulate Vietnamese stock market companies’ network. (PI. B2018-42-01)
Oct 2015 – Nov 2016: Liquidity risk insurance model in the case of VN bank (PI. C2015-42-04)
Mar 2015 – Apr 2016: Experimental study of the use of GPS data for urban traffic reduction (the case of Ho Chi Minh City). (co-PI. C2015-42-02)
II. Industrial projects
Oct. 2020 - now: Anomaly detection of behaviours of temperature sensors in Cold Chain equipment predictive maintenance process. (member. Arimo - Panasonic)
Sep. 2020 - now: Cyber attack detection in CAN Cybersecurity project. (member. Arimo - Panasonic)
Jun. 2019 - Dec. 2019: Supplier Risk Scoring and Monitoring. (PI. Tenpoint7 - Capital One)
Jan. 2019 - May. 2019: Automatic contract evaluation. (PI. Tenpoint7 - Capital One)
Jan. 2018 – May. 2018: Analysis of customer churn and marketing failure signals. (PI. Tenpoint7 - Tinypulse)
Mar. 2017 - Jan. 2018: Fraud detection in e-payment platform. (PI. ZaloPay)
Jun. 2017 - May. 2018: A simplified and automatic process of Feature Engineering. (PI. Tenpoint7)
Jan. 2017 – Mar. 2017: Student churn prediction and change point detection. (PI. Tenpoint7 - Education First)
May. 2016 – Oct. 2016: Employee churn prediction and analysis of the impact of social network to churn rate. (PI. Tenpoint7 - Tinypulse)
Oct. 2015 – Dec. 2016: Social listening, perform topic modelling for digital marketing. (PI. Tenpoint7 - Metia)
- Signal Processing
- Machine Learning
- Authentication
- Application of Machine Learning in Quant Trading
1. PB ATP Ho, BAM Hoang, W Sawaya, P Bas., Document authentication using graphical codes: reliable performance analysis and channel optimization., EURASIP J. Information Security, 2014.
2. AT Phan Ho, BA Mai Hoang, W Sawaya, P Bas., Document authentication using graphical codes: impacts of the channel model., Proceedings of the first ACM workshop on Information hiding and multimedia security., 87-94, 2013.
3. ATP Ho, BAM Hoang, W Sawaya, P Bas., Authentication using graphical codes: Optimisation of the print and scan channels., Proceedings of the 22nd European Signal Processing Conference (EUSIPCO), 800-804, 2014.
4. BAM Hoang, W Sawaya, P Bas., Image model and printed document authentication: A theoretical analysis., IEEE International Conference on Image Processing., 5377-5381, 2014.
5. Bao An Mai Hoang., Performance analysis of an authentication method relying on graphical codes., these.fr
6. DT Pham, BAM Hoang, SN Thanh, H Nguyen, V Duong., A constructive intelligent transportation system for urban traffic network in developing countries via GPS data from multiple transportation modes., Proceeding of IEEE 18th International Conference on Intelligent Transportation Systems (ITSC), 1729-1734, 2015.
7. Loc Tran, Tho Quan, An Mai, PageRank algorithm for Directed Hypergraph, Journal of Informatics and Mathematical Sciences., 2018.
8. Loc Tran, Tuan Tran, An Mai., Solve fraud detection problem by using graph based learning Methods., arxiv, 2018.
9. Linh Tran, Loc Tran, An Mai, Tho Quan, “Weighted un-normalized hypergraph Laplacian eigen maps for classification problem”, International Journal of Advances in Soft Computing and Its Applications, 2018.
10. Quan Duong, Tan Tran, Duc-Thinh Pham, An Mai. A Simplified Framework for Air Route Clustering Based on ADS-B Data., IEEE International Conference on Computing and Communication Technologies (RIVF), 2019.
11. Tan Tran, Quan Duong, Duc-Thinh Pham, An Mai. An adaptive hash-based text deduplication for ADS-B data-dependent trajectory clustering problem., IEEE International Conference on Computing and Communication Technologies (RIVF), 2019.
12. Tuan Tran, Loc Tran, An Mai., K-Segments Under Bagging approach: An experimental Study on Extremely Imbalanced Data Classification., 19th International Symposium on Communications and Information Technologies (ISCIT), 2019.
13. Tuan Tran, Nhat Nguyen, Trung Nguyen, An Mai., Voting shrinkage algorithm for Covariance Matrix Estimation and its application to portfolio selection., IEEE International Conference on Computing and Communication Technologies (RIVF), 2020.
14. Nhat Nguyen, Trung Nguyen, Tuan Tran, An Mai., Shrinkage Model Selection for Portfolio Optimization on Vietnam Stock Market., Journal of Asian Finance, Economics and Business (JAFEB) 7 (9), 135-145.
15. Quoc-Thông Nguyen, An Mai, Lionel Chagas, Nadège Reverdy-Bruas., Microscopic printing analysis and application for classification of source printer., Computers & Security, Elsevier.
16. Quan Dang, An Mai, Man Ngo, Thanh Bui., Rotat3D: A Knowledge Graph Embedding using Relational Rotation in 3D Vector Space., 12th International Conference on Knowledge and Systems Engineering (KSE)., 201 - 206.
17. An Mai, Loc Tran, Linh Tran, Nguyen Trinh., VGG deep neural network compression via SVD and CUR decomposition techniques., 7th NAFOSTED Conference on Information and Computer Science (NICS)., 118 - 123.
18. Man Ngo, An Mai, Thanh Bui., On an improvement of Graph Convolutional Network in semi-supervised learning., 7th NAFOSTED Conference on Information and Computer Science (NICS)., 114 - 117.