Profile & Research Interest

Designing a system for the collective semantic data of economics and biomedical images; prototyping of combining AI techniques (detection, classification, and segmentation) with human insights to improve analysis prediction and decision making; and investigating AI's applicability to healthcare improvements

Domain of Interest: Applied Deep Learning in Biomedical Image Analysis, Data-driven Business Decision Making, Semantic Spatial Information from Data Segmentation

Contact

Email:      tqviet@uel.edu.vn
Link:       

Patents

  • Trinh, V. & Manduchi, R. Semantic interior mapology: a tool box for indoor scene description from architectural floor plans. United States Patent 11,367,264. 2022.

  • Yazdani, R., Tian, C., Davison, L., & Trinh, V. Cloud based phone services accessible in the cloud by a remote device. United States Patent 11,044,591. 2021.

Publications

  • Trinh, V., Le, Q-A., Pham, A., Luu, H-V., Nguyen, H-N., Le, M-N., Huynh, Q., & Nguyen, Q. Applicability of Deep Neural Networks in Business Decision Making and Market Investment - A Comprehensive Review. Journal of Applied Economic Sciences & Informatics. 2025.

  • Trinh, V., Le, Q-A., Bui D., Lai, H., Le, M-N., & Luong T. Understanding Sarcasm in Social Networks: An AI-Agent Dynamic Survey. In Proceedings of The 7th Asia Conference on Business and Economic Studies. 2025.

  • Trinh, V., Nguyen-Huynh, N-Y., Bui-Quang, P., Huynh, Q., Nguyen-Pham, Q-K. Assessing Sperm Motility Through a Multi-Modal Correlation. In Proceedings of The 7th IEEE Symposium on Computers and Informatics. 2025.

  • Trinh, V., Nguyen, G-H., Luu, H-V., Tran, X-H., Nguyen, H-N., & Nguyen, Q. Assessing the Perceived Information From a Multi-Modal Representation of Your Idol: An AI-Agent Dynamic Survey. In Proceedings of The 7th IEEE Symposium on Computers and Informatics. 2025.

  • Trinh, V., Pham, A., & Tran, T-H. An AI-based Sperm Assessment System for Analyzing Human Sperm’s Reproductivity. In Proceedings of The 7th IEEE Symposium on Computers and Informatics. 2025.

  • Trinh, V., Pham, A., & Le, H-S. Sperm Analysis Report Management: An Autonomous AI-Based System for Managing Reports and Analyzing Human Sperm’s Reproductivity. In Extended Abstracts of The 26th Conference of Asia Pacific Management Conference. 2025.

  • Kruger, R., De Wet, F., Niesler, T., Trinh, V., Manduchi, R., Giudice, N.A., Campos, V.P., Gonçalves, L.M.G., Ribeiro, W.L., Araújo, T.M.U. & do Rego, T.G. Accessible Computing. ACM Transactions on Accessible Computing 16(2). 2023.

  • Trinh, V., Manduchi, R., & Giudice, N. Experimental Evaluation of Multi-Scale Tactile Maps Created with SIM, a Web App for Indoor Map Authoring. ACM Transactions on Accessible Computing. 2023. (PDF)

  • Trinh, V.. Semantic Interior Mapology: An End-to-End Systematic Tool for Representing the Spatial Structure of an Indoor Environment. University of California, Santa Cruz. 2020. (PDF)

  • Trinh, V., & Manduchi, R. A Multi-scale Embossed Map Authoring Tool for Indoor Environments. In Proceedings of The 17th International Conference on Computers Helping People with Special Needs. 2020. (PDF)

  • Trinh, V., & Manduchi, R. Feeling Your Way Around: Assessing the Perceived Utility of Multi-Scale Indoor Tactile Maps. In Extended Abstracts of The 2020 CHI Conference on Human Factors in Computing Systems. 2020. (PDF | VID)

  • Trinh, V., & Manduchi, R. Semantic Interior Mapology: A Toolbox For Indoor Scene Description From Architectural Floor Plans. In Proceedings of The 24th International ACM Conference on 3D Web Technology. 2019. (PDF)

  • Trinh, V., More, V., Zare S., & Homayon, S. Quarantine Deceiving Yelp's Users by Detecting Unreliable Rating Reviews. In doi:10.48550/arXiv:2004.09721. 2016. (PDF)

  • Trinh, V. Flow of Population in a Cellular Automata Environment: Building Editor. In San Jose State Scholar Works. doi:10.31979/etd.93sj-hyrf. 2013. (PDF | VID)

Course Teaching

  • Deep Learning in Business Analysis

  • Time-series Analysis and Forecasting

  • AI-based Solutions in Business and Management

  • Develop cross-platform AI applications

  • Methods of Writing Research Report

  • Data with Blockchain Techniques

  • Object Oriented Programming Methodologies

  • Full-stack Web Development

  • Mobile Development in iOS

  • Introduction to 3D Graphics Programming

  • Introduction to Networking and the Internet

  • Introduction to Database Management Systems